Mask R-CNN | Papers With Code

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2.7c-43.1 0-52.9-33.5-52.9-33.5-10.2-26.5-24.9-33.6-24.9-33.6-19.5-13.7-.1-14.1 1.4-14.1h.1c22.5 2 34.3 23.8 34.3 23.8 11.2 19.6 26.2 25.1 39.6 25.1a63 63 0 0 0 25.6-6c2-14.8 7.8-24.9 14.2-30.7-49.7-5.8-102-25.5-102-113.5 0-25.1 8.7-45.6 23-61.6-2.3-5.8-10-29.2 2.2-60.8a18.64 18.64 0 0 1 5-.5c8.1 0 26.4 3.1 56.6 24.1a208.21 208.21 0 0 1 112.2 0c30.2-21 48.5-24.1 56.6-24.1a18.64 18.64 0 0 1 5 .5c12.2 31.6 4.5 55 2.2 60.8 14.3 16.1 23 36.6 23 61.6 0 88.2-52.4 107.6-102.3 113.3 8 7.1 15.2 21.1 15.2 42.5 0 30.7-.3 55.5-.3 63 0 5.4 3.1 11.5 11.4 11.5a19.35 19.35 0 0 0 4-.4C415.9 449.2 480 363.1 480 261.7 480 134.9 379.7 32 256 32z"/></svg></span> ssanyachetwani/Fashion-Trend-Detection-and-Recommendation-Model </a> </div> </div> <div class="col-md-3"> <div class="paper-impl-cell"> <span class=" icon-wrapper icon-ion" data-name="star"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M394 480a16 16 0 0 1-9.39-3L256 383.76 127.39 477a16 16 0 0 1-24.55-18.08L153 310.35 23 221.2a16 16 0 0 1 9-29.2h160.38l48.4-148.95a16 16 0 0 1 30.44 0l48.4 149H480a16 16 0 0 1 9.05 29.2L359 310.35l50.13 148.53A16 16 0 0 1 394 480z"/></svg></span> 20 </div> </div> <div class="col-md-2"> <div class="paper-impl-cell"> </div> </div> <div class="col-md-1"> <form action="" method="post"> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_code_pk" value="1238574"> <button type="submit" class="btn btn-danger">- </button> </form> </div> </div> <div class="row"> <div class="col-md-6"> <div class="paper-impl-cell"> <a href="https://github.com/bowu1004/instance_segmentation_RealSense" class="code-table-link"> <span class=" icon-wrapper icon-ion" data-name="logo-github"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M256 32C132.3 32 32 134.9 32 261.7c0 101.5 64.2 187.5 153.2 217.9a17.56 17.56 0 0 0 3.8.4c8.3 0 11.5-6.1 11.5-11.4 0-5.5-.2-19.9-.3-39.1a102.4 102.4 0 0 1-22.6 2.7c-43.1 0-52.9-33.5-52.9-33.5-10.2-26.5-24.9-33.6-24.9-33.6-19.5-13.7-.1-14.1 1.4-14.1h.1c22.5 2 34.3 23.8 34.3 23.8 11.2 19.6 26.2 25.1 39.6 25.1a63 63 0 0 0 25.6-6c2-14.8 7.8-24.9 14.2-30.7-49.7-5.8-102-25.5-102-113.5 0-25.1 8.7-45.6 23-61.6-2.3-5.8-10-29.2 2.2-60.8a18.64 18.64 0 0 1 5-.5c8.1 0 26.4 3.1 56.6 24.1a208.21 208.21 0 0 1 112.2 0c30.2-21 48.5-24.1 56.6-24.1a18.64 18.64 0 0 1 5 .5c12.2 31.6 4.5 55 2.2 60.8 14.3 16.1 23 36.6 23 61.6 0 88.2-52.4 107.6-102.3 113.3 8 7.1 15.2 21.1 15.2 42.5 0 30.7-.3 55.5-.3 63 0 5.4 3.1 11.5 11.4 11.5a19.35 19.35 0 0 0 4-.4C415.9 449.2 480 363.1 480 261.7 480 134.9 379.7 32 256 32z"/></svg></span> bowu1004/instance_segmentation_RealSense </a> </div> </div> <div class="col-md-3"> <div class="paper-impl-cell"> <span class=" icon-wrapper icon-ion" data-name="star"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M394 480a16 16 0 0 1-9.39-3L256 383.76 127.39 477a16 16 0 0 1-24.55-18.08L153 310.35 23 221.2a16 16 0 0 1 9-29.2h160.38l48.4-148.95a16 16 0 0 1 30.44 0l48.4 149H480a16 16 0 0 1 9.05 29.2L359 310.35l50.13 148.53A16 16 0 0 1 394 480z"/></svg></span> 20 </div> </div> <div class="col-md-2"> <div class="paper-impl-cell"> <img class="" src="https://production-assets.paperswithcode.com/perf/images/frameworks/pytorch-2fbf2cb9.png" /> </div> </div> <div class="col-md-1"> <form action="" method="post"> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_code_pk" value="1162624"> <button type="submit" class="btn btn-danger">- </button> </form> </div> </div> <div class="row"> <div class="col-md-6"> <div class="paper-impl-cell"> <a href="https://github.com/jylins/core-text" class="code-table-link"> <span class=" icon-wrapper icon-ion" data-name="logo-github"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M256 32C132.3 32 32 134.9 32 261.7c0 101.5 64.2 187.5 153.2 217.9a17.56 17.56 0 0 0 3.8.4c8.3 0 11.5-6.1 11.5-11.4 0-5.5-.2-19.9-.3-39.1a102.4 102.4 0 0 1-22.6 2.7c-43.1 0-52.9-33.5-52.9-33.5-10.2-26.5-24.9-33.6-24.9-33.6-19.5-13.7-.1-14.1 1.4-14.1h.1c22.5 2 34.3 23.8 34.3 23.8 11.2 19.6 26.2 25.1 39.6 25.1a63 63 0 0 0 25.6-6c2-14.8 7.8-24.9 14.2-30.7-49.7-5.8-102-25.5-102-113.5 0-25.1 8.7-45.6 23-61.6-2.3-5.8-10-29.2 2.2-60.8a18.64 18.64 0 0 1 5-.5c8.1 0 26.4 3.1 56.6 24.1a208.21 208.21 0 0 1 112.2 0c30.2-21 48.5-24.1 56.6-24.1a18.64 18.64 0 0 1 5 .5c12.2 31.6 4.5 55 2.2 60.8 14.3 16.1 23 36.6 23 61.6 0 88.2-52.4 107.6-102.3 113.3 8 7.1 15.2 21.1 15.2 42.5 0 30.7-.3 55.5-.3 63 0 5.4 3.1 11.5 11.4 11.5a19.35 19.35 0 0 0 4-.4C415.9 449.2 480 363.1 480 261.7 480 134.9 379.7 32 256 32z"/></svg></span> jylins/core-text </a> </div> </div> <div class="col-md-3"> <div class="paper-impl-cell"> <span class=" icon-wrapper icon-ion" data-name="star"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M394 480a16 16 0 0 1-9.39-3L256 383.76 127.39 477a16 16 0 0 1-24.55-18.08L153 310.35 23 221.2a16 16 0 0 1 9-29.2h160.38l48.4-148.95a16 16 0 0 1 30.44 0l48.4 149H480a16 16 0 0 1 9.05 29.2L359 310.35l50.13 148.53A16 16 0 0 1 394 480z"/></svg></span> 19 </div> </div> <div class="col-md-2"> <div class="paper-impl-cell"> <img class="" src="https://production-assets.paperswithcode.com/perf/images/frameworks/pytorch-2fbf2cb9.png" /> </div> </div> <div class="col-md-1"> <form action="" method="post"> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_code_pk" value="1270612"> <button type="submit" class="btn btn-danger">- </button> </form> </div> </div> <div class="row"> <div class="col-md-6"> <div class="paper-impl-cell"> <a href="https://github.com/SonginCV/GMPHD_SAF" class="code-table-link"> <span class=" icon-wrapper icon-ion" data-name="logo-github"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M256 32C132.3 32 32 134.9 32 261.7c0 101.5 64.2 187.5 153.2 217.9a17.56 17.56 0 0 0 3.8.4c8.3 0 11.5-6.1 11.5-11.4 0-5.5-.2-19.9-.3-39.1a102.4 102.4 0 0 1-22.6 2.7c-43.1 0-52.9-33.5-52.9-33.5-10.2-26.5-24.9-33.6-24.9-33.6-19.5-13.7-.1-14.1 1.4-14.1h.1c22.5 2 34.3 23.8 34.3 23.8 11.2 19.6 26.2 25.1 39.6 25.1a63 63 0 0 0 25.6-6c2-14.8 7.8-24.9 14.2-30.7-49.7-5.8-102-25.5-102-113.5 0-25.1 8.7-45.6 23-61.6-2.3-5.8-10-29.2 2.2-60.8a18.64 18.64 0 0 1 5-.5c8.1 0 26.4 3.1 56.6 24.1a208.21 208.21 0 0 1 112.2 0c30.2-21 48.5-24.1 56.6-24.1a18.64 18.64 0 0 1 5 .5c12.2 31.6 4.5 55 2.2 60.8 14.3 16.1 23 36.6 23 61.6 0 88.2-52.4 107.6-102.3 113.3 8 7.1 15.2 21.1 15.2 42.5 0 30.7-.3 55.5-.3 63 0 5.4 3.1 11.5 11.4 11.5a19.35 19.35 0 0 0 4-.4C415.9 449.2 480 363.1 480 261.7 480 134.9 379.7 32 256 32z"/></svg></span> SonginCV/GMPHD_SAF </a> </div> </div> <div class="col-md-3"> <div class="paper-impl-cell"> <span class=" icon-wrapper icon-ion" data-name="star"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M394 480a16 16 0 0 1-9.39-3L256 383.76 127.39 477a16 16 0 0 1-24.55-18.08L153 310.35 23 221.2a16 16 0 0 1 9-29.2h160.38l48.4-148.95a16 16 0 0 1 30.44 0l48.4 149H480a16 16 0 0 1 9.05 29.2L359 310.35l50.13 148.53A16 16 0 0 1 394 480z"/></svg></span> 18 </div> </div> <div class="col-md-2"> <div class="paper-impl-cell"> </div> </div> <div class="col-md-1"> <form action="" method="post"> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_code_pk" value="1167947"> <button type="submit" class="btn btn-danger">- </button> </form> </div> </div> <div class="row"> <div class="col-md-6"> <div class="paper-impl-cell"> <a href="https://github.com/SonginCV/GMPHD_MAF" class="code-table-link"> <span class=" icon-wrapper icon-ion" data-name="logo-github"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M256 32C132.3 32 32 134.9 32 261.7c0 101.5 64.2 187.5 153.2 217.9a17.56 17.56 0 0 0 3.8.4c8.3 0 11.5-6.1 11.5-11.4 0-5.5-.2-19.9-.3-39.1a102.4 102.4 0 0 1-22.6 2.7c-43.1 0-52.9-33.5-52.9-33.5-10.2-26.5-24.9-33.6-24.9-33.6-19.5-13.7-.1-14.1 1.4-14.1h.1c22.5 2 34.3 23.8 34.3 23.8 11.2 19.6 26.2 25.1 39.6 25.1a63 63 0 0 0 25.6-6c2-14.8 7.8-24.9 14.2-30.7-49.7-5.8-102-25.5-102-113.5 0-25.1 8.7-45.6 23-61.6-2.3-5.8-10-29.2 2.2-60.8a18.64 18.64 0 0 1 5-.5c8.1 0 26.4 3.1 56.6 24.1a208.21 208.21 0 0 1 112.2 0c30.2-21 48.5-24.1 56.6-24.1a18.64 18.64 0 0 1 5 .5c12.2 31.6 4.5 55 2.2 60.8 14.3 16.1 23 36.6 23 61.6 0 88.2-52.4 107.6-102.3 113.3 8 7.1 15.2 21.1 15.2 42.5 0 30.7-.3 55.5-.3 63 0 5.4 3.1 11.5 11.4 11.5a19.35 19.35 0 0 0 4-.4C415.9 449.2 480 363.1 480 261.7 480 134.9 379.7 32 256 32z"/></svg></span> SonginCV/GMPHD_MAF </a> </div> </div> <div class="col-md-3"> <div class="paper-impl-cell"> <span class=" icon-wrapper icon-ion" data-name="star"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M394 480a16 16 0 0 1-9.39-3L256 383.76 127.39 477a16 16 0 0 1-24.55-18.08L153 310.35 23 221.2a16 16 0 0 1 9-29.2h160.38l48.4-148.95a16 16 0 0 1 30.44 0l48.4 149H480a16 16 0 0 1 9.05 29.2L359 310.35l50.13 148.53A16 16 0 0 1 394 480z"/></svg></span> 18 </div> </div> <div class="col-md-2"> <div class="paper-impl-cell"> </div> </div> <div class="col-md-1"> <form action="" method="post"> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_code_pk" value="1206464"> <button type="submit" class="btn btn-danger">- </button> </form> </div> </div> <div class="row"> <div class="col-md-6"> <div class="paper-impl-cell"> <a href="https://github.com/SonginCV/MAF_HDA" class="code-table-link"> <span class=" icon-wrapper icon-ion" data-name="logo-github"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M256 32C132.3 32 32 134.9 32 261.7c0 101.5 64.2 187.5 153.2 217.9a17.56 17.56 0 0 0 3.8.4c8.3 0 11.5-6.1 11.5-11.4 0-5.5-.2-19.9-.3-39.1a102.4 102.4 0 0 1-22.6 2.7c-43.1 0-52.9-33.5-52.9-33.5-10.2-26.5-24.9-33.6-24.9-33.6-19.5-13.7-.1-14.1 1.4-14.1h.1c22.5 2 34.3 23.8 34.3 23.8 11.2 19.6 26.2 25.1 39.6 25.1a63 63 0 0 0 25.6-6c2-14.8 7.8-24.9 14.2-30.7-49.7-5.8-102-25.5-102-113.5 0-25.1 8.7-45.6 23-61.6-2.3-5.8-10-29.2 2.2-60.8a18.64 18.64 0 0 1 5-.5c8.1 0 26.4 3.1 56.6 24.1a208.21 208.21 0 0 1 112.2 0c30.2-21 48.5-24.1 56.6-24.1a18.64 18.64 0 0 1 5 .5c12.2 31.6 4.5 55 2.2 60.8 14.3 16.1 23 36.6 23 61.6 0 88.2-52.4 107.6-102.3 113.3 8 7.1 15.2 21.1 15.2 42.5 0 30.7-.3 55.5-.3 63 0 5.4 3.1 11.5 11.4 11.5a19.35 19.35 0 0 0 4-.4C415.9 449.2 480 363.1 480 261.7 480 134.9 379.7 32 256 32z"/></svg></span> SonginCV/MAF_HDA </a> </div> </div> <div class="col-md-3"> <div class="paper-impl-cell"> <span class=" icon-wrapper icon-ion" data-name="star"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M394 480a16 16 0 0 1-9.39-3L256 383.76 127.39 477a16 16 0 0 1-24.55-18.08L153 310.35 23 221.2a16 16 0 0 1 9-29.2h160.38l48.4-148.95a16 16 0 0 1 30.44 0l48.4 149H480a16 16 0 0 1 9.05 29.2L359 310.35l50.13 148.53A16 16 0 0 1 394 480z"/></svg></span> 18 </div> </div> <div class="col-md-2"> <div class="paper-impl-cell"> </div> </div> <div class="col-md-1"> <form action="" method="post"> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_code_pk" value="1273826"> <button type="submit" class="btn btn-danger">- </button> </form> </div> </div> <div class="row"> <div class="col-md-6"> <div class="paper-impl-cell"> <a href="https://github.com/pvdhove/owl-mask-rcnn" class="code-table-link"> <span class=" icon-wrapper icon-ion" data-name="logo-github"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M256 32C132.3 32 32 134.9 32 261.7c0 101.5 64.2 187.5 153.2 217.9a17.56 17.56 0 0 0 3.8.4c8.3 0 11.5-6.1 11.5-11.4 0-5.5-.2-19.9-.3-39.1a102.4 102.4 0 0 1-22.6 2.7c-43.1 0-52.9-33.5-52.9-33.5-10.2-26.5-24.9-33.6-24.9-33.6-19.5-13.7-.1-14.1 1.4-14.1h.1c22.5 2 34.3 23.8 34.3 23.8 11.2 19.6 26.2 25.1 39.6 25.1a63 63 0 0 0 25.6-6c2-14.8 7.8-24.9 14.2-30.7-49.7-5.8-102-25.5-102-113.5 0-25.1 8.7-45.6 23-61.6-2.3-5.8-10-29.2 2.2-60.8a18.64 18.64 0 0 1 5-.5c8.1 0 26.4 3.1 56.6 24.1a208.21 208.21 0 0 1 112.2 0c30.2-21 48.5-24.1 56.6-24.1a18.64 18.64 0 0 1 5 .5c12.2 31.6 4.5 55 2.2 60.8 14.3 16.1 23 36.6 23 61.6 0 88.2-52.4 107.6-102.3 113.3 8 7.1 15.2 21.1 15.2 42.5 0 30.7-.3 55.5-.3 63 0 5.4 3.1 11.5 11.4 11.5a19.35 19.35 0 0 0 4-.4C415.9 449.2 480 363.1 480 261.7 480 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0-52.9-33.5-52.9-33.5-10.2-26.5-24.9-33.6-24.9-33.6-19.5-13.7-.1-14.1 1.4-14.1h.1c22.5 2 34.3 23.8 34.3 23.8 11.2 19.6 26.2 25.1 39.6 25.1a63 63 0 0 0 25.6-6c2-14.8 7.8-24.9 14.2-30.7-49.7-5.8-102-25.5-102-113.5 0-25.1 8.7-45.6 23-61.6-2.3-5.8-10-29.2 2.2-60.8a18.64 18.64 0 0 1 5-.5c8.1 0 26.4 3.1 56.6 24.1a208.21 208.21 0 0 1 112.2 0c30.2-21 48.5-24.1 56.6-24.1a18.64 18.64 0 0 1 5 .5c12.2 31.6 4.5 55 2.2 60.8 14.3 16.1 23 36.6 23 61.6 0 88.2-52.4 107.6-102.3 113.3 8 7.1 15.2 21.1 15.2 42.5 0 30.7-.3 55.5-.3 63 0 5.4 3.1 11.5 11.4 11.5a19.35 19.35 0 0 0 4-.4C415.9 449.2 480 363.1 480 261.7 480 134.9 379.7 32 256 32z"/></svg></span> collectionslab/book-annotation-classification </a> </div> </div> <div class="col-md-3"> <div class="paper-impl-cell"> <span class=" icon-wrapper icon-ion" data-name="star"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M394 480a16 16 0 0 1-9.39-3L256 383.76 127.39 477a16 16 0 0 1-24.55-18.08L153 310.35 23 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viewBox="0 0 512 512"><path d="M394 480a16 16 0 0 1-9.39-3L256 383.76 127.39 477a16 16 0 0 1-24.55-18.08L153 310.35 23 221.2a16 16 0 0 1 9-29.2h160.38l48.4-148.95a16 16 0 0 1 30.44 0l48.4 149H480a16 16 0 0 1 9.05 29.2L359 310.35l50.13 148.53A16 16 0 0 1 394 480z"/></svg></span> 6 </div> </div> <div class="col-md-2"> <div class="paper-impl-cell"> </div> </div> <div class="col-md-1"> <form action="" method="post"> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_code_pk" value="1223776"> <button type="submit" class="btn btn-danger">- </button> </form> </div> </div> <div class="row"> <div class="col-md-6"> <div class="paper-impl-cell"> <a href="https://github.com/RajArPatra/Super-OCR" class="code-table-link"> <span class=" icon-wrapper icon-ion" data-name="logo-github"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M256 32C132.3 32 32 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height="512" viewBox="0 0 512 512"><path d="M394 480a16 16 0 0 1-9.39-3L256 383.76 127.39 477a16 16 0 0 1-24.55-18.08L153 310.35 23 221.2a16 16 0 0 1 9-29.2h160.38l48.4-148.95a16 16 0 0 1 30.44 0l48.4 149H480a16 16 0 0 1 9.05 29.2L359 310.35l50.13 148.53A16 16 0 0 1 394 480z"/></svg></span> 5 </div> </div> <div class="col-md-2"> <div class="paper-impl-cell"> <img class="" src="https://production-assets.paperswithcode.com/perf/images/frameworks/pytorch-2fbf2cb9.png" /> </div> </div> <div class="col-md-1"> <form action="" method="post"> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_code_pk" value="1220746"> <button type="submit" class="btn btn-danger">- </button> </form> </div> </div> <div class="row"> <div class="col-md-6"> <div class="paper-impl-cell"> <a href="https://github.com/guanfuchen/py-faster-rcnn" class="code-table-link"> <span class=" icon-wrapper icon-ion" data-name="logo-github"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M256 32C132.3 32 32 134.9 32 261.7c0 101.5 64.2 187.5 153.2 217.9a17.56 17.56 0 0 0 3.8.4c8.3 0 11.5-6.1 11.5-11.4 0-5.5-.2-19.9-.3-39.1a102.4 102.4 0 0 1-22.6 2.7c-43.1 0-52.9-33.5-52.9-33.5-10.2-26.5-24.9-33.6-24.9-33.6-19.5-13.7-.1-14.1 1.4-14.1h.1c22.5 2 34.3 23.8 34.3 23.8 11.2 19.6 26.2 25.1 39.6 25.1a63 63 0 0 0 25.6-6c2-14.8 7.8-24.9 14.2-30.7-49.7-5.8-102-25.5-102-113.5 0-25.1 8.7-45.6 23-61.6-2.3-5.8-10-29.2 2.2-60.8a18.64 18.64 0 0 1 5-.5c8.1 0 26.4 3.1 56.6 24.1a208.21 208.21 0 0 1 112.2 0c30.2-21 48.5-24.1 56.6-24.1a18.64 18.64 0 0 1 5 .5c12.2 31.6 4.5 55 2.2 60.8 14.3 16.1 23 36.6 23 61.6 0 88.2-52.4 107.6-102.3 113.3 8 7.1 15.2 21.1 15.2 42.5 0 30.7-.3 55.5-.3 63 0 5.4 3.1 11.5 11.4 11.5a19.35 19.35 0 0 0 4-.4C415.9 449.2 480 363.1 480 261.7 480 134.9 379.7 32 256 32z"/></svg></span> guanfuchen/py-faster-rcnn </a> </div> </div> <div class="col-md-3"> <div class="paper-impl-cell"> <span class=" icon-wrapper icon-ion" data-name="star"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M394 480a16 16 0 0 1-9.39-3L256 383.76 127.39 477a16 16 0 0 1-24.55-18.08L153 310.35 23 221.2a16 16 0 0 1 9-29.2h160.38l48.4-148.95a16 16 0 0 1 30.44 0l48.4 149H480a16 16 0 0 1 9.05 29.2L359 310.35l50.13 148.53A16 16 0 0 1 394 480z"/></svg></span> 5 </div> </div> <div class="col-md-2"> <div class="paper-impl-cell"> <img class="" src="https://production-assets.paperswithcode.com/perf/images/frameworks/caffe2-b86950a0.png" /> </div> </div> <div class="col-md-1"> <form action="" method="post"> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_code_pk" value="13050"> <button type="submit" class="btn btn-danger">- </button> </form> </div> </div> <div class="row"> <div class="col-md-6"> <div 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4-.4C415.9 449.2 480 363.1 480 261.7 480 134.9 379.7 32 256 32z"/></svg></span> hellohaozheng/maskrcnn-mindspore </a> </div> </div> <div class="col-md-3"> <div class="paper-impl-cell"> <span class=" icon-wrapper icon-ion" data-name="star"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M394 480a16 16 0 0 1-9.39-3L256 383.76 127.39 477a16 16 0 0 1-24.55-18.08L153 310.35 23 221.2a16 16 0 0 1 9-29.2h160.38l48.4-148.95a16 16 0 0 1 30.44 0l48.4 149H480a16 16 0 0 1 9.05 29.2L359 310.35l50.13 148.53A16 16 0 0 1 394 480z"/></svg></span> 4 </div> </div> <div class="col-md-2"> <div class="paper-impl-cell"> <img class="" src="https://production-assets.paperswithcode.com/perf/images/frameworks/mindspore-beada7dc.png" /> </div> </div> <div class="col-md-1"> <form action="" method="post"> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_code_pk" 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61.6 0 88.2-52.4 107.6-102.3 113.3 8 7.1 15.2 21.1 15.2 42.5 0 30.7-.3 55.5-.3 63 0 5.4 3.1 11.5 11.4 11.5a19.35 19.35 0 0 0 4-.4C415.9 449.2 480 363.1 480 261.7 480 134.9 379.7 32 256 32z"/></svg></span> fsafe/Capstone </a> </div> </div> <div class="col-md-3"> <div class="paper-impl-cell"> <span class=" icon-wrapper icon-ion" data-name="star"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M394 480a16 16 0 0 1-9.39-3L256 383.76 127.39 477a16 16 0 0 1-24.55-18.08L153 310.35 23 221.2a16 16 0 0 1 9-29.2h160.38l48.4-148.95a16 16 0 0 1 30.44 0l48.4 149H480a16 16 0 0 1 9.05 29.2L359 310.35l50.13 148.53A16 16 0 0 1 394 480z"/></svg></span> 4 </div> </div> <div class="col-md-2"> <div class="paper-impl-cell"> <img class="" src="https://production-assets.paperswithcode.com/perf/images/frameworks/pytorch-2fbf2cb9.png" /> </div> </div> <div class="col-md-1"> <form action="" method="post"> <input type="hidden" name="csrfmiddlewaretoken" 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5-.5c8.1 0 26.4 3.1 56.6 24.1a208.21 208.21 0 0 1 112.2 0c30.2-21 48.5-24.1 56.6-24.1a18.64 18.64 0 0 1 5 .5c12.2 31.6 4.5 55 2.2 60.8 14.3 16.1 23 36.6 23 61.6 0 88.2-52.4 107.6-102.3 113.3 8 7.1 15.2 21.1 15.2 42.5 0 30.7-.3 55.5-.3 63 0 5.4 3.1 11.5 11.4 11.5a19.35 19.35 0 0 0 4-.4C415.9 449.2 480 363.1 480 261.7 480 134.9 379.7 32 256 32z"/></svg></span> xiuyu0000/papers_with_examples </a> </div> </div> <div class="col-md-3"> <div class="paper-impl-cell"> <span class=" icon-wrapper icon-ion" data-name="star"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M394 480a16 16 0 0 1-9.39-3L256 383.76 127.39 477a16 16 0 0 1-24.55-18.08L153 310.35 23 221.2a16 16 0 0 1 9-29.2h160.38l48.4-148.95a16 16 0 0 1 30.44 0l48.4 149H480a16 16 0 0 1 9.05 29.2L359 310.35l50.13 148.53A16 16 0 0 1 394 480z"/></svg></span> 4 </div> </div> <div class="col-md-2"> <div class="paper-impl-cell"> <img class="" 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23.8 34.3 23.8 11.2 19.6 26.2 25.1 39.6 25.1a63 63 0 0 0 25.6-6c2-14.8 7.8-24.9 14.2-30.7-49.7-5.8-102-25.5-102-113.5 0-25.1 8.7-45.6 23-61.6-2.3-5.8-10-29.2 2.2-60.8a18.64 18.64 0 0 1 5-.5c8.1 0 26.4 3.1 56.6 24.1a208.21 208.21 0 0 1 112.2 0c30.2-21 48.5-24.1 56.6-24.1a18.64 18.64 0 0 1 5 .5c12.2 31.6 4.5 55 2.2 60.8 14.3 16.1 23 36.6 23 61.6 0 88.2-52.4 107.6-102.3 113.3 8 7.1 15.2 21.1 15.2 42.5 0 30.7-.3 55.5-.3 63 0 5.4 3.1 11.5 11.4 11.5a19.35 19.35 0 0 0 4-.4C415.9 449.2 480 363.1 480 261.7 480 134.9 379.7 32 256 32z"/></svg></span> Mrnoorsingh/car-parking </a> </div> </div> <div class="col-md-3"> <div class="paper-impl-cell"> <span class=" icon-wrapper icon-ion" data-name="star"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M394 480a16 16 0 0 1-9.39-3L256 383.76 127.39 477a16 16 0 0 1-24.55-18.08L153 310.35 23 221.2a16 16 0 0 1 9-29.2h160.38l48.4-148.95a16 16 0 0 1 30.44 0l48.4 149H480a16 16 0 0 1 9.05 29.2L359 310.35l50.13 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2 34.3 23.8 34.3 23.8 11.2 19.6 26.2 25.1 39.6 25.1a63 63 0 0 0 25.6-6c2-14.8 7.8-24.9 14.2-30.7-49.7-5.8-102-25.5-102-113.5 0-25.1 8.7-45.6 23-61.6-2.3-5.8-10-29.2 2.2-60.8a18.64 18.64 0 0 1 5-.5c8.1 0 26.4 3.1 56.6 24.1a208.21 208.21 0 0 1 112.2 0c30.2-21 48.5-24.1 56.6-24.1a18.64 18.64 0 0 1 5 .5c12.2 31.6 4.5 55 2.2 60.8 14.3 16.1 23 36.6 23 61.6 0 88.2-52.4 107.6-102.3 113.3 8 7.1 15.2 21.1 15.2 42.5 0 30.7-.3 55.5-.3 63 0 5.4 3.1 11.5 11.4 11.5a19.35 19.35 0 0 0 4-.4C415.9 449.2 480 363.1 480 261.7 480 134.9 379.7 32 256 32z"/></svg></span> noelcodes/Mask_RCNN </a> </div> </div> <div class="col-md-3"> <div class="paper-impl-cell"> <span class=" icon-wrapper icon-ion" data-name="star"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M394 480a16 16 0 0 1-9.39-3L256 383.76 127.39 477a16 16 0 0 1-24.55-18.08L153 310.35 23 221.2a16 16 0 0 1 9-29.2h160.38l48.4-148.95a16 16 0 0 1 30.44 0l48.4 149H480a16 16 0 0 1 9.05 29.2L359 310.35l50.13 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0-52.9-33.5-52.9-33.5-10.2-26.5-24.9-33.6-24.9-33.6-19.5-13.7-.1-14.1 1.4-14.1h.1c22.5 2 34.3 23.8 34.3 23.8 11.2 19.6 26.2 25.1 39.6 25.1a63 63 0 0 0 25.6-6c2-14.8 7.8-24.9 14.2-30.7-49.7-5.8-102-25.5-102-113.5 0-25.1 8.7-45.6 23-61.6-2.3-5.8-10-29.2 2.2-60.8a18.64 18.64 0 0 1 5-.5c8.1 0 26.4 3.1 56.6 24.1a208.21 208.21 0 0 1 112.2 0c30.2-21 48.5-24.1 56.6-24.1a18.64 18.64 0 0 1 5 .5c12.2 31.6 4.5 55 2.2 60.8 14.3 16.1 23 36.6 23 61.6 0 88.2-52.4 107.6-102.3 113.3 8 7.1 15.2 21.1 15.2 42.5 0 30.7-.3 55.5-.3 63 0 5.4 3.1 11.5 11.4 11.5a19.35 19.35 0 0 0 4-.4C415.9 449.2 480 363.1 480 261.7 480 134.9 379.7 32 256 32z"/></svg></span> fdac18/ForensicImages </a> </div> </div> <div class="col-md-3"> <div class="paper-impl-cell"> <span class=" icon-wrapper icon-ion" data-name="star"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M394 480a16 16 0 0 1-9.39-3L256 383.76 127.39 477a16 16 0 0 1-24.55-18.08L153 310.35 23 221.2a16 16 0 0 1 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15.2 42.5 0 30.7-.3 55.5-.3 63 0 5.4 3.1 11.5 11.4 11.5a19.35 19.35 0 0 0 4-.4C415.9 449.2 480 363.1 480 261.7 480 134.9 379.7 32 256 32z"/></svg></span> alililia/ascend_maskrcnn_mobilenetv1 </a> </div> </div> <div class="col-md-3"> <div class="paper-impl-cell"> <span class=" icon-wrapper icon-ion" data-name="star"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M394 480a16 16 0 0 1-9.39-3L256 383.76 127.39 477a16 16 0 0 1-24.55-18.08L153 310.35 23 221.2a16 16 0 0 1 9-29.2h160.38l48.4-148.95a16 16 0 0 1 30.44 0l48.4 149H480a16 16 0 0 1 9.05 29.2L359 310.35l50.13 148.53A16 16 0 0 1 394 480z"/></svg></span> 1 </div> </div> <div class="col-md-2"> <div class="paper-impl-cell"> <img class="" src="https://production-assets.paperswithcode.com/perf/images/frameworks/mindspore-beada7dc.png" /> </div> </div> <div class="col-md-1"> <form action="" method="post"> <input type="hidden" name="csrfmiddlewaretoken" 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55 2.2 60.8 14.3 16.1 23 36.6 23 61.6 0 88.2-52.4 107.6-102.3 113.3 8 7.1 15.2 21.1 15.2 42.5 0 30.7-.3 55.5-.3 63 0 5.4 3.1 11.5 11.4 11.5a19.35 19.35 0 0 0 4-.4C415.9 449.2 480 363.1 480 261.7 480 134.9 379.7 32 256 32z"/></svg></span> 2023-MindSpore-1/ms-code-208 </a> </div> </div> <div class="col-md-3"> <div class="paper-impl-cell"> <span class=" icon-wrapper icon-ion" data-name="star"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M394 480a16 16 0 0 1-9.39-3L256 383.76 127.39 477a16 16 0 0 1-24.55-18.08L153 310.35 23 221.2a16 16 0 0 1 9-29.2h160.38l48.4-148.95a16 16 0 0 1 30.44 0l48.4 149H480a16 16 0 0 1 9.05 29.2L359 310.35l50.13 148.53A16 16 0 0 1 394 480z"/></svg></span> 0 </div> </div> <div class="col-md-2"> <div class="paper-impl-cell"> <img class="" src="https://production-assets.paperswithcode.com/perf/images/frameworks/mindspore-beada7dc.png" /> </div> </div> <div class="col-md-1"> <form action="" method="post"> <input 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2.2-60.8a18.64 18.64 0 0 1 5-.5c8.1 0 26.4 3.1 56.6 24.1a208.21 208.21 0 0 1 112.2 0c30.2-21 48.5-24.1 56.6-24.1a18.64 18.64 0 0 1 5 .5c12.2 31.6 4.5 55 2.2 60.8 14.3 16.1 23 36.6 23 61.6 0 88.2-52.4 107.6-102.3 113.3 8 7.1 15.2 21.1 15.2 42.5 0 30.7-.3 55.5-.3 63 0 5.4 3.1 11.5 11.4 11.5a19.35 19.35 0 0 0 4-.4C415.9 449.2 480 363.1 480 261.7 480 134.9 379.7 32 256 32z"/></svg></span> 2023-MindSpore-1/ms-code-207 </a> </div> </div> <div class="col-md-3"> <div class="paper-impl-cell"> <span class=" icon-wrapper icon-ion" data-name="star"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M394 480a16 16 0 0 1-9.39-3L256 383.76 127.39 477a16 16 0 0 1-24.55-18.08L153 310.35 23 221.2a16 16 0 0 1 9-29.2h160.38l48.4-148.95a16 16 0 0 1 30.44 0l48.4 149H480a16 16 0 0 1 9.05 29.2L359 310.35l50.13 148.53A16 16 0 0 1 394 480z"/></svg></span> 0 </div> </div> <div class="col-md-2"> <div class="paper-impl-cell"> <img class="" 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23.8 34.3 23.8 11.2 19.6 26.2 25.1 39.6 25.1a63 63 0 0 0 25.6-6c2-14.8 7.8-24.9 14.2-30.7-49.7-5.8-102-25.5-102-113.5 0-25.1 8.7-45.6 23-61.6-2.3-5.8-10-29.2 2.2-60.8a18.64 18.64 0 0 1 5-.5c8.1 0 26.4 3.1 56.6 24.1a208.21 208.21 0 0 1 112.2 0c30.2-21 48.5-24.1 56.6-24.1a18.64 18.64 0 0 1 5 .5c12.2 31.6 4.5 55 2.2 60.8 14.3 16.1 23 36.6 23 61.6 0 88.2-52.4 107.6-102.3 113.3 8 7.1 15.2 21.1 15.2 42.5 0 30.7-.3 55.5-.3 63 0 5.4 3.1 11.5 11.4 11.5a19.35 19.35 0 0 0 4-.4C415.9 449.2 480 363.1 480 261.7 480 134.9 379.7 32 256 32z"/></svg></span> yangyucheng000/Mask-RCNN </a> </div> </div> <div class="col-md-3"> <div class="paper-impl-cell"> <span class=" icon-wrapper icon-ion" data-name="star"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M394 480a16 16 0 0 1-9.39-3L256 383.76 127.39 477a16 16 0 0 1-24.55-18.08L153 310.35 23 221.2a16 16 0 0 1 9-29.2h160.38l48.4-148.95a16 16 0 0 1 30.44 0l48.4 149H480a16 16 0 0 1 9.05 29.2L359 310.35l50.13 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0-5.5-.2-19.9-.3-39.1a102.4 102.4 0 0 1-22.6 2.7c-43.1 0-52.9-33.5-52.9-33.5-10.2-26.5-24.9-33.6-24.9-33.6-19.5-13.7-.1-14.1 1.4-14.1h.1c22.5 2 34.3 23.8 34.3 23.8 11.2 19.6 26.2 25.1 39.6 25.1a63 63 0 0 0 25.6-6c2-14.8 7.8-24.9 14.2-30.7-49.7-5.8-102-25.5-102-113.5 0-25.1 8.7-45.6 23-61.6-2.3-5.8-10-29.2 2.2-60.8a18.64 18.64 0 0 1 5-.5c8.1 0 26.4 3.1 56.6 24.1a208.21 208.21 0 0 1 112.2 0c30.2-21 48.5-24.1 56.6-24.1a18.64 18.64 0 0 1 5 .5c12.2 31.6 4.5 55 2.2 60.8 14.3 16.1 23 36.6 23 61.6 0 88.2-52.4 107.6-102.3 113.3 8 7.1 15.2 21.1 15.2 42.5 0 30.7-.3 55.5-.3 63 0 5.4 3.1 11.5 11.4 11.5a19.35 19.35 0 0 0 4-.4C415.9 449.2 480 363.1 480 261.7 480 134.9 379.7 32 256 32z"/></svg></span> muyistarsky/MaskRCNN </a> </div> </div> <div class="col-md-3"> <div class="paper-impl-cell"> <span class=" icon-wrapper icon-ion" data-name="star"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M394 480a16 16 0 0 1-9.39-3L256 383.76 127.39 477a16 16 0 0 1-24.55-18.08L153 310.35 23 221.2a16 16 0 0 1 9-29.2h160.38l48.4-148.95a16 16 0 0 1 30.44 0l48.4 149H480a16 16 0 0 1 9.05 29.2L359 310.35l50.13 148.53A16 16 0 0 1 394 480z"/></svg></span> 0 </div> </div> <div class="col-md-2"> <div class="paper-impl-cell"> <img class="" src="https://production-assets.paperswithcode.com/perf/images/frameworks/mindspore-beada7dc.png" /> </div> </div> <div class="col-md-1"> <form action="" method="post"> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_code_pk" value="1321596"> <button type="submit" class="btn btn-danger">- </button> </form> </div> </div> <div class="row"> <div class="col-md-6"> <div class="paper-impl-cell"> <a href="https://github.com/Makunda/DeepLearningASL" class="code-table-link"> <span class=" icon-wrapper icon-ion" data-name="logo-github"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M256 32C132.3 32 32 134.9 32 261.7c0 101.5 64.2 187.5 153.2 217.9a17.56 17.56 0 0 0 3.8.4c8.3 0 11.5-6.1 11.5-11.4 0-5.5-.2-19.9-.3-39.1a102.4 102.4 0 0 1-22.6 2.7c-43.1 0-52.9-33.5-52.9-33.5-10.2-26.5-24.9-33.6-24.9-33.6-19.5-13.7-.1-14.1 1.4-14.1h.1c22.5 2 34.3 23.8 34.3 23.8 11.2 19.6 26.2 25.1 39.6 25.1a63 63 0 0 0 25.6-6c2-14.8 7.8-24.9 14.2-30.7-49.7-5.8-102-25.5-102-113.5 0-25.1 8.7-45.6 23-61.6-2.3-5.8-10-29.2 2.2-60.8a18.64 18.64 0 0 1 5-.5c8.1 0 26.4 3.1 56.6 24.1a208.21 208.21 0 0 1 112.2 0c30.2-21 48.5-24.1 56.6-24.1a18.64 18.64 0 0 1 5 .5c12.2 31.6 4.5 55 2.2 60.8 14.3 16.1 23 36.6 23 61.6 0 88.2-52.4 107.6-102.3 113.3 8 7.1 15.2 21.1 15.2 42.5 0 30.7-.3 55.5-.3 63 0 5.4 3.1 11.5 11.4 11.5a19.35 19.35 0 0 0 4-.4C415.9 449.2 480 363.1 480 261.7 480 134.9 379.7 32 256 32z"/></svg></span> Makunda/DeepLearningASL </a> </div> </div> <div class="col-md-3"> <div class="paper-impl-cell"> <span class=" icon-wrapper icon-ion" data-name="star"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M394 480a16 16 0 0 1-9.39-3L256 383.76 127.39 477a16 16 0 0 1-24.55-18.08L153 310.35 23 221.2a16 16 0 0 1 9-29.2h160.38l48.4-148.95a16 16 0 0 1 30.44 0l48.4 149H480a16 16 0 0 1 9.05 29.2L359 310.35l50.13 148.53A16 16 0 0 1 394 480z"/></svg></span> 0 </div> </div> <div class="col-md-2"> <div class="paper-impl-cell"> </div> </div> <div class="col-md-1"> <form action="" method="post"> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_code_pk" value="1040326"> <button type="submit" class="btn btn-danger">- </button> </form> </div> </div> <div class="row"> <div class="col-md-6"> <div class="paper-impl-cell"> <a href="https://github.com/alililia/gpu_maskrcnn_mobilenetv1" class="code-table-link"> <span class=" icon-wrapper icon-ion" data-name="logo-github"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M256 32C132.3 32 32 134.9 32 261.7c0 101.5 64.2 187.5 153.2 217.9a17.56 17.56 0 0 0 3.8.4c8.3 0 11.5-6.1 11.5-11.4 0-5.5-.2-19.9-.3-39.1a102.4 102.4 0 0 1-22.6 2.7c-43.1 0-52.9-33.5-52.9-33.5-10.2-26.5-24.9-33.6-24.9-33.6-19.5-13.7-.1-14.1 1.4-14.1h.1c22.5 2 34.3 23.8 34.3 23.8 11.2 19.6 26.2 25.1 39.6 25.1a63 63 0 0 0 25.6-6c2-14.8 7.8-24.9 14.2-30.7-49.7-5.8-102-25.5-102-113.5 0-25.1 8.7-45.6 23-61.6-2.3-5.8-10-29.2 2.2-60.8a18.64 18.64 0 0 1 5-.5c8.1 0 26.4 3.1 56.6 24.1a208.21 208.21 0 0 1 112.2 0c30.2-21 48.5-24.1 56.6-24.1a18.64 18.64 0 0 1 5 .5c12.2 31.6 4.5 55 2.2 60.8 14.3 16.1 23 36.6 23 61.6 0 88.2-52.4 107.6-102.3 113.3 8 7.1 15.2 21.1 15.2 42.5 0 30.7-.3 55.5-.3 63 0 5.4 3.1 11.5 11.4 11.5a19.35 19.35 0 0 0 4-.4C415.9 449.2 480 363.1 480 261.7 480 134.9 379.7 32 256 32z"/></svg></span> alililia/gpu_maskrcnn_mobilenetv1 </a> </div> </div> <div class="col-md-3"> <div class="paper-impl-cell"> <span class=" icon-wrapper 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221.2a16 16 0 0 1 9-29.2h160.38l48.4-148.95a16 16 0 0 1 30.44 0l48.4 149H480a16 16 0 0 1 9.05 29.2L359 310.35l50.13 148.53A16 16 0 0 1 394 480z"/></svg></span> 257 </div> </div> <div class="col-md-2"> <div class="paper-impl-cell"> <img class="" 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/> </div> </div> <div class="col-md-2 text-center"> <input type="radio" name="official-pgr-radio" class="official-pgr-input official-pgr-radio radios-version-element" value="1317429" > <input type="checkbox" class="official-pgr-input official-pgr-checkbox checkboxes-version-element" value="1317429" > </div> </div> <div class="row align-items-center"> <div class="col-md-5"> <div class="paper-impl-cell"> <a href="https://github.com/raymon-tian/hourglass-facekeypoints-detection" class="code-table-link"> <span class=" icon-wrapper icon-ion" data-name="logo-github"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M256 32C132.3 32 32 134.9 32 261.7c0 101.5 64.2 187.5 153.2 217.9a17.56 17.56 0 0 0 3.8.4c8.3 0 11.5-6.1 11.5-11.4 0-5.5-.2-19.9-.3-39.1a102.4 102.4 0 0 1-22.6 2.7c-43.1 0-52.9-33.5-52.9-33.5-10.2-26.5-24.9-33.6-24.9-33.6-19.5-13.7-.1-14.1 1.4-14.1h.1c22.5 2 34.3 23.8 34.3 23.8 11.2 19.6 26.2 25.1 39.6 25.1a63 63 0 0 0 25.6-6c2-14.8 7.8-24.9 14.2-30.7-49.7-5.8-102-25.5-102-113.5 0-25.1 8.7-45.6 23-61.6-2.3-5.8-10-29.2 2.2-60.8a18.64 18.64 0 0 1 5-.5c8.1 0 26.4 3.1 56.6 24.1a208.21 208.21 0 0 1 112.2 0c30.2-21 48.5-24.1 56.6-24.1a18.64 18.64 0 0 1 5 .5c12.2 31.6 4.5 55 2.2 60.8 14.3 16.1 23 36.6 23 61.6 0 88.2-52.4 107.6-102.3 113.3 8 7.1 15.2 21.1 15.2 42.5 0 30.7-.3 55.5-.3 63 0 5.4 3.1 11.5 11.4 11.5a19.35 19.35 0 0 0 4-.4C415.9 449.2 480 363.1 480 261.7 480 134.9 379.7 32 256 32z"/></svg></span> raymon-tian/hourglass-facekeypoints-detection </a> </div> </div> <div class="col-md-3"> <div class="paper-impl-cell"> <span class=" icon-wrapper icon-ion" data-name="star"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M394 480a16 16 0 0 1-9.39-3L256 383.76 127.39 477a16 16 0 0 1-24.55-18.08L153 310.35 23 221.2a16 16 0 0 1 9-29.2h160.38l48.4-148.95a16 16 0 0 1 30.44 0l48.4 149H480a16 16 0 0 1 9.05 29.2L359 310.35l50.13 148.53A16 16 0 0 1 394 480z"/></svg></span> 254 </div> </div> <div class="col-md-2"> <div class="paper-impl-cell"> <img class="" src="https://production-assets.paperswithcode.com/perf/images/frameworks/pytorch-2fbf2cb9.png" /> </div> </div> <div class="col-md-2 text-center"> <input type="radio" name="official-pgr-radio" class="official-pgr-input official-pgr-radio radios-version-element" value="1715605" > <input type="checkbox" class="official-pgr-input official-pgr-checkbox checkboxes-version-element" value="1715605" > </div> </div> <div class="row align-items-center"> <div class="col-md-5"> <div class="paper-impl-cell"> <a href="https://github.com/mstfakts/building-detection-maskrcnn" class="code-table-link"> <span class=" icon-wrapper icon-ion" data-name="logo-github"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M256 32C132.3 32 32 134.9 32 261.7c0 101.5 64.2 187.5 153.2 217.9a17.56 17.56 0 0 0 3.8.4c8.3 0 11.5-6.1 11.5-11.4 0-5.5-.2-19.9-.3-39.1a102.4 102.4 0 0 1-22.6 2.7c-43.1 0-52.9-33.5-52.9-33.5-10.2-26.5-24.9-33.6-24.9-33.6-19.5-13.7-.1-14.1 1.4-14.1h.1c22.5 2 34.3 23.8 34.3 23.8 11.2 19.6 26.2 25.1 39.6 25.1a63 63 0 0 0 25.6-6c2-14.8 7.8-24.9 14.2-30.7-49.7-5.8-102-25.5-102-113.5 0-25.1 8.7-45.6 23-61.6-2.3-5.8-10-29.2 2.2-60.8a18.64 18.64 0 0 1 5-.5c8.1 0 26.4 3.1 56.6 24.1a208.21 208.21 0 0 1 112.2 0c30.2-21 48.5-24.1 56.6-24.1a18.64 18.64 0 0 1 5 .5c12.2 31.6 4.5 55 2.2 60.8 14.3 16.1 23 36.6 23 61.6 0 88.2-52.4 107.6-102.3 113.3 8 7.1 15.2 21.1 15.2 42.5 0 30.7-.3 55.5-.3 63 0 5.4 3.1 11.5 11.4 11.5a19.35 19.35 0 0 0 4-.4C415.9 449.2 480 363.1 480 261.7 480 134.9 379.7 32 256 32z"/></svg></span> mstfakts/building-detection-maskrcnn </a> </div> </div> <div class="col-md-3"> <div class="paper-impl-cell"> <span class=" icon-wrapper icon-ion" data-name="star"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M394 480a16 16 0 0 1-9.39-3L256 383.76 127.39 477a16 16 0 0 1-24.55-18.08L153 310.35 23 221.2a16 16 0 0 1 9-29.2h160.38l48.4-148.95a16 16 0 0 1 30.44 0l48.4 149H480a16 16 0 0 1 9.05 29.2L359 310.35l50.13 148.53A16 16 0 0 1 394 480z"/></svg></span> 236 </div> </div> <div class="col-md-2"> <div class="paper-impl-cell"> </div> </div> <div class="col-md-2 text-center"> <input type="radio" name="official-pgr-radio" class="official-pgr-input official-pgr-radio radios-version-element" value="2081037" > <input type="checkbox" class="official-pgr-input official-pgr-checkbox checkboxes-version-element" value="2081037" > </div> </div> <div class="row align-items-center"> <div class="col-md-5"> <div class="paper-impl-cell"> <a href="https://github.com/jasjeetIM/Mask-RCNN" class="code-table-link"> <span class=" icon-wrapper icon-ion" data-name="logo-github"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M256 32C132.3 32 32 134.9 32 261.7c0 101.5 64.2 187.5 153.2 217.9a17.56 17.56 0 0 0 3.8.4c8.3 0 11.5-6.1 11.5-11.4 0-5.5-.2-19.9-.3-39.1a102.4 102.4 0 0 1-22.6 2.7c-43.1 0-52.9-33.5-52.9-33.5-10.2-26.5-24.9-33.6-24.9-33.6-19.5-13.7-.1-14.1 1.4-14.1h.1c22.5 2 34.3 23.8 34.3 23.8 11.2 19.6 26.2 25.1 39.6 25.1a63 63 0 0 0 25.6-6c2-14.8 7.8-24.9 14.2-30.7-49.7-5.8-102-25.5-102-113.5 0-25.1 8.7-45.6 23-61.6-2.3-5.8-10-29.2 2.2-60.8a18.64 18.64 0 0 1 5-.5c8.1 0 26.4 3.1 56.6 24.1a208.21 208.21 0 0 1 112.2 0c30.2-21 48.5-24.1 56.6-24.1a18.64 18.64 0 0 1 5 .5c12.2 31.6 4.5 55 2.2 60.8 14.3 16.1 23 36.6 23 61.6 0 88.2-52.4 107.6-102.3 113.3 8 7.1 15.2 21.1 15.2 42.5 0 30.7-.3 55.5-.3 63 0 5.4 3.1 11.5 11.4 11.5a19.35 19.35 0 0 0 4-.4C415.9 449.2 480 363.1 480 261.7 480 134.9 379.7 32 256 32z"/></svg></span> jasjeetIM/Mask-RCNN </a> </div> </div> <div class="col-md-3"> <div class="paper-impl-cell"> <span class=" icon-wrapper icon-ion" data-name="star"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M394 480a16 16 0 0 1-9.39-3L256 383.76 127.39 477a16 16 0 0 1-24.55-18.08L153 310.35 23 221.2a16 16 0 0 1 9-29.2h160.38l48.4-148.95a16 16 0 0 1 30.44 0l48.4 149H480a16 16 0 0 1 9.05 29.2L359 310.35l50.13 148.53A16 16 0 0 1 394 480z"/></svg></span> 231 </div> </div> <div class="col-md-2"> <div class="paper-impl-cell"> </div> </div> <div class="col-md-2 text-center"> <input type="radio" name="official-pgr-radio" class="official-pgr-input official-pgr-radio radios-version-element" value="16792" > <input type="checkbox" class="official-pgr-input official-pgr-checkbox checkboxes-version-element" value="16792" > </div> </div> <div class="row align-items-center"> <div class="col-md-5"> <div class="paper-impl-cell"> <a href="https://github.com/mindspore-ai/models/tree/master/official/cv/maskrcnn" class="code-table-link"> <span class=" icon-wrapper icon-ion" data-name="logo-github"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M256 32C132.3 32 32 134.9 32 261.7c0 101.5 64.2 187.5 153.2 217.9a17.56 17.56 0 0 0 3.8.4c8.3 0 11.5-6.1 11.5-11.4 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2.7c-43.1 0-52.9-33.5-52.9-33.5-10.2-26.5-24.9-33.6-24.9-33.6-19.5-13.7-.1-14.1 1.4-14.1h.1c22.5 2 34.3 23.8 34.3 23.8 11.2 19.6 26.2 25.1 39.6 25.1a63 63 0 0 0 25.6-6c2-14.8 7.8-24.9 14.2-30.7-49.7-5.8-102-25.5-102-113.5 0-25.1 8.7-45.6 23-61.6-2.3-5.8-10-29.2 2.2-60.8a18.64 18.64 0 0 1 5-.5c8.1 0 26.4 3.1 56.6 24.1a208.21 208.21 0 0 1 112.2 0c30.2-21 48.5-24.1 56.6-24.1a18.64 18.64 0 0 1 5 .5c12.2 31.6 4.5 55 2.2 60.8 14.3 16.1 23 36.6 23 61.6 0 88.2-52.4 107.6-102.3 113.3 8 7.1 15.2 21.1 15.2 42.5 0 30.7-.3 55.5-.3 63 0 5.4 3.1 11.5 11.4 11.5a19.35 19.35 0 0 0 4-.4C415.9 449.2 480 363.1 480 261.7 480 134.9 379.7 32 256 32z"/></svg></span> ssanyachetwani/Fashion-Trend-Detection-and-Recommendation-Model </a> </div> </div> <div class="col-md-3"> <div class="paper-impl-cell"> <span class=" icon-wrapper icon-ion" data-name="star"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M394 480a16 16 0 0 1-9.39-3L256 383.76 127.39 477a16 16 0 0 1-24.55-18.08L153 310.35 23 221.2a16 16 0 0 1 9-29.2h160.38l48.4-148.95a16 16 0 0 1 30.44 0l48.4 149H480a16 16 0 0 1 9.05 29.2L359 310.35l50.13 148.53A16 16 0 0 1 394 480z"/></svg></span> 20 </div> </div> <div class="col-md-2"> <div class="paper-impl-cell"> </div> </div> <div class="col-md-2 text-center"> <input type="radio" name="official-pgr-radio" class="official-pgr-input official-pgr-radio radios-version-element" value="1892353" > <input type="checkbox" class="official-pgr-input official-pgr-checkbox checkboxes-version-element" value="1892353" > </div> </div> <div class="row align-items-center"> <div class="col-md-5"> <div class="paper-impl-cell"> <a href="https://github.com/bowu1004/instance_segmentation_RealSense" class="code-table-link"> <span class=" icon-wrapper icon-ion" data-name="logo-github"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M256 32C132.3 32 32 134.9 32 261.7c0 101.5 64.2 187.5 153.2 217.9a17.56 17.56 0 0 0 3.8.4c8.3 0 11.5-6.1 11.5-11.4 0-5.5-.2-19.9-.3-39.1a102.4 102.4 0 0 1-22.6 2.7c-43.1 0-52.9-33.5-52.9-33.5-10.2-26.5-24.9-33.6-24.9-33.6-19.5-13.7-.1-14.1 1.4-14.1h.1c22.5 2 34.3 23.8 34.3 23.8 11.2 19.6 26.2 25.1 39.6 25.1a63 63 0 0 0 25.6-6c2-14.8 7.8-24.9 14.2-30.7-49.7-5.8-102-25.5-102-113.5 0-25.1 8.7-45.6 23-61.6-2.3-5.8-10-29.2 2.2-60.8a18.64 18.64 0 0 1 5-.5c8.1 0 26.4 3.1 56.6 24.1a208.21 208.21 0 0 1 112.2 0c30.2-21 48.5-24.1 56.6-24.1a18.64 18.64 0 0 1 5 .5c12.2 31.6 4.5 55 2.2 60.8 14.3 16.1 23 36.6 23 61.6 0 88.2-52.4 107.6-102.3 113.3 8 7.1 15.2 21.1 15.2 42.5 0 30.7-.3 55.5-.3 63 0 5.4 3.1 11.5 11.4 11.5a19.35 19.35 0 0 0 4-.4C415.9 449.2 480 363.1 480 261.7 480 134.9 379.7 32 256 32z"/></svg></span> bowu1004/instance_segmentation_RealSense </a> </div> </div> <div class="col-md-3"> <div class="paper-impl-cell"> <span class=" icon-wrapper icon-ion" data-name="star"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M394 480a16 16 0 0 1-9.39-3L256 383.76 127.39 477a16 16 0 0 1-24.55-18.08L153 310.35 23 221.2a16 16 0 0 1 9-29.2h160.38l48.4-148.95a16 16 0 0 1 30.44 0l48.4 149H480a16 16 0 0 1 9.05 29.2L359 310.35l50.13 148.53A16 16 0 0 1 394 480z"/></svg></span> 20 </div> </div> <div class="col-md-2"> <div class="paper-impl-cell"> <img class="" src="https://production-assets.paperswithcode.com/perf/images/frameworks/pytorch-2fbf2cb9.png" /> </div> </div> <div class="col-md-2 text-center"> <input type="radio" name="official-pgr-radio" class="official-pgr-input official-pgr-radio radios-version-element" value="1661870" > <input type="checkbox" class="official-pgr-input official-pgr-checkbox checkboxes-version-element" value="1661870" > </div> </div> <div class="row align-items-center"> <div class="col-md-5"> <div class="paper-impl-cell"> <a href="https://github.com/jylins/core-text" class="code-table-link"> <span class=" icon-wrapper icon-ion" data-name="logo-github"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M256 32C132.3 32 32 134.9 32 261.7c0 101.5 64.2 187.5 153.2 217.9a17.56 17.56 0 0 0 3.8.4c8.3 0 11.5-6.1 11.5-11.4 0-5.5-.2-19.9-.3-39.1a102.4 102.4 0 0 1-22.6 2.7c-43.1 0-52.9-33.5-52.9-33.5-10.2-26.5-24.9-33.6-24.9-33.6-19.5-13.7-.1-14.1 1.4-14.1h.1c22.5 2 34.3 23.8 34.3 23.8 11.2 19.6 26.2 25.1 39.6 25.1a63 63 0 0 0 25.6-6c2-14.8 7.8-24.9 14.2-30.7-49.7-5.8-102-25.5-102-113.5 0-25.1 8.7-45.6 23-61.6-2.3-5.8-10-29.2 2.2-60.8a18.64 18.64 0 0 1 5-.5c8.1 0 26.4 3.1 56.6 24.1a208.21 208.21 0 0 1 112.2 0c30.2-21 48.5-24.1 56.6-24.1a18.64 18.64 0 0 1 5 .5c12.2 31.6 4.5 55 2.2 60.8 14.3 16.1 23 36.6 23 61.6 0 88.2-52.4 107.6-102.3 113.3 8 7.1 15.2 21.1 15.2 42.5 0 30.7-.3 55.5-.3 63 0 5.4 3.1 11.5 11.4 11.5a19.35 19.35 0 0 0 4-.4C415.9 449.2 480 363.1 480 261.7 480 134.9 379.7 32 256 32z"/></svg></span> jylins/core-text </a> </div> </div> <div class="col-md-3"> <div class="paper-impl-cell"> <span class=" icon-wrapper icon-ion" data-name="star"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M394 480a16 16 0 0 1-9.39-3L256 383.76 127.39 477a16 16 0 0 1-24.55-18.08L153 310.35 23 221.2a16 16 0 0 1 9-29.2h160.38l48.4-148.95a16 16 0 0 1 30.44 0l48.4 149H480a16 16 0 0 1 9.05 29.2L359 310.35l50.13 148.53A16 16 0 0 1 394 480z"/></svg></span> 19 </div> </div> <div class="col-md-2"> <div class="paper-impl-cell"> <img class="" src="https://production-assets.paperswithcode.com/perf/images/frameworks/pytorch-2fbf2cb9.png" /> </div> </div> <div class="col-md-2 text-center"> <input type="radio" name="official-pgr-radio" class="official-pgr-input official-pgr-radio radios-version-element" value="1887882" > <input type="checkbox" class="official-pgr-input official-pgr-checkbox checkboxes-version-element" value="1887882" > </div> </div> <div class="row align-items-center"> <div class="col-md-5"> <div class="paper-impl-cell"> <a href="https://github.com/SonginCV/GMPHD_SAF" class="code-table-link"> <span class=" icon-wrapper icon-ion" data-name="logo-github"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M256 32C132.3 32 32 134.9 32 261.7c0 101.5 64.2 187.5 153.2 217.9a17.56 17.56 0 0 0 3.8.4c8.3 0 11.5-6.1 11.5-11.4 0-5.5-.2-19.9-.3-39.1a102.4 102.4 0 0 1-22.6 2.7c-43.1 0-52.9-33.5-52.9-33.5-10.2-26.5-24.9-33.6-24.9-33.6-19.5-13.7-.1-14.1 1.4-14.1h.1c22.5 2 34.3 23.8 34.3 23.8 11.2 19.6 26.2 25.1 39.6 25.1a63 63 0 0 0 25.6-6c2-14.8 7.8-24.9 14.2-30.7-49.7-5.8-102-25.5-102-113.5 0-25.1 8.7-45.6 23-61.6-2.3-5.8-10-29.2 2.2-60.8a18.64 18.64 0 0 1 5-.5c8.1 0 26.4 3.1 56.6 24.1a208.21 208.21 0 0 1 112.2 0c30.2-21 48.5-24.1 56.6-24.1a18.64 18.64 0 0 1 5 .5c12.2 31.6 4.5 55 2.2 60.8 14.3 16.1 23 36.6 23 61.6 0 88.2-52.4 107.6-102.3 113.3 8 7.1 15.2 21.1 15.2 42.5 0 30.7-.3 55.5-.3 63 0 5.4 3.1 11.5 11.4 11.5a19.35 19.35 0 0 0 4-.4C415.9 449.2 480 363.1 480 261.7 480 134.9 379.7 32 256 32z"/></svg></span> SonginCV/GMPHD_SAF </a> </div> </div> <div class="col-md-3"> <div class="paper-impl-cell"> <span class=" icon-wrapper icon-ion" data-name="star"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M394 480a16 16 0 0 1-9.39-3L256 383.76 127.39 477a16 16 0 0 1-24.55-18.08L153 310.35 23 221.2a16 16 0 0 1 9-29.2h160.38l48.4-148.95a16 16 0 0 1 30.44 0l48.4 149H480a16 16 0 0 1 9.05 29.2L359 310.35l50.13 148.53A16 16 0 0 1 394 480z"/></svg></span> 18 </div> </div> <div class="col-md-2"> <div class="paper-impl-cell"> </div> </div> <div class="col-md-2 text-center"> <input type="radio" name="official-pgr-radio" class="official-pgr-input official-pgr-radio radios-version-element" value="1783353" > <input type="checkbox" class="official-pgr-input official-pgr-checkbox checkboxes-version-element" value="1783353" > </div> </div> <div class="row align-items-center"> <div class="col-md-5"> <div class="paper-impl-cell"> <a href="https://github.com/SonginCV/GMPHD_MAF" class="code-table-link"> <span class=" icon-wrapper icon-ion" data-name="logo-github"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M256 32C132.3 32 32 134.9 32 261.7c0 101.5 64.2 187.5 153.2 217.9a17.56 17.56 0 0 0 3.8.4c8.3 0 11.5-6.1 11.5-11.4 0-5.5-.2-19.9-.3-39.1a102.4 102.4 0 0 1-22.6 2.7c-43.1 0-52.9-33.5-52.9-33.5-10.2-26.5-24.9-33.6-24.9-33.6-19.5-13.7-.1-14.1 1.4-14.1h.1c22.5 2 34.3 23.8 34.3 23.8 11.2 19.6 26.2 25.1 39.6 25.1a63 63 0 0 0 25.6-6c2-14.8 7.8-24.9 14.2-30.7-49.7-5.8-102-25.5-102-113.5 0-25.1 8.7-45.6 23-61.6-2.3-5.8-10-29.2 2.2-60.8a18.64 18.64 0 0 1 5-.5c8.1 0 26.4 3.1 56.6 24.1a208.21 208.21 0 0 1 112.2 0c30.2-21 48.5-24.1 56.6-24.1a18.64 18.64 0 0 1 5 .5c12.2 31.6 4.5 55 2.2 60.8 14.3 16.1 23 36.6 23 61.6 0 88.2-52.4 107.6-102.3 113.3 8 7.1 15.2 21.1 15.2 42.5 0 30.7-.3 55.5-.3 63 0 5.4 3.1 11.5 11.4 11.5a19.35 19.35 0 0 0 4-.4C415.9 449.2 480 363.1 480 261.7 480 134.9 379.7 32 256 32z"/></svg></span> SonginCV/GMPHD_MAF </a> </div> </div> <div class="col-md-3"> <div class="paper-impl-cell"> <span class=" icon-wrapper icon-ion" data-name="star"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M394 480a16 16 0 0 1-9.39-3L256 383.76 127.39 477a16 16 0 0 1-24.55-18.08L153 310.35 23 221.2a16 16 0 0 1 9-29.2h160.38l48.4-148.95a16 16 0 0 1 30.44 0l48.4 149H480a16 16 0 0 1 9.05 29.2L359 310.35l50.13 148.53A16 16 0 0 1 394 480z"/></svg></span> 18 </div> </div> <div class="col-md-2"> <div class="paper-impl-cell"> </div> </div> <div class="col-md-2 text-center"> <input type="radio" name="official-pgr-radio" class="official-pgr-input official-pgr-radio radios-version-element" value="1789699" > <input type="checkbox" class="official-pgr-input official-pgr-checkbox checkboxes-version-element" value="1789699" > </div> </div> <div class="row align-items-center"> <div class="col-md-5"> <div class="paper-impl-cell"> <a href="https://github.com/SonginCV/MAF_HDA" class="code-table-link"> <span class=" icon-wrapper icon-ion" data-name="logo-github"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M256 32C132.3 32 32 134.9 32 261.7c0 101.5 64.2 187.5 153.2 217.9a17.56 17.56 0 0 0 3.8.4c8.3 0 11.5-6.1 11.5-11.4 0-5.5-.2-19.9-.3-39.1a102.4 102.4 0 0 1-22.6 2.7c-43.1 0-52.9-33.5-52.9-33.5-10.2-26.5-24.9-33.6-24.9-33.6-19.5-13.7-.1-14.1 1.4-14.1h.1c22.5 2 34.3 23.8 34.3 23.8 11.2 19.6 26.2 25.1 39.6 25.1a63 63 0 0 0 25.6-6c2-14.8 7.8-24.9 14.2-30.7-49.7-5.8-102-25.5-102-113.5 0-25.1 8.7-45.6 23-61.6-2.3-5.8-10-29.2 2.2-60.8a18.64 18.64 0 0 1 5-.5c8.1 0 26.4 3.1 56.6 24.1a208.21 208.21 0 0 1 112.2 0c30.2-21 48.5-24.1 56.6-24.1a18.64 18.64 0 0 1 5 .5c12.2 31.6 4.5 55 2.2 60.8 14.3 16.1 23 36.6 23 61.6 0 88.2-52.4 107.6-102.3 113.3 8 7.1 15.2 21.1 15.2 42.5 0 30.7-.3 55.5-.3 63 0 5.4 3.1 11.5 11.4 11.5a19.35 19.35 0 0 0 4-.4C415.9 449.2 480 363.1 480 261.7 480 134.9 379.7 32 256 32z"/></svg></span> SonginCV/MAF_HDA </a> </div> </div> <div class="col-md-3"> <div class="paper-impl-cell"> <span class=" icon-wrapper icon-ion" data-name="star"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M394 480a16 16 0 0 1-9.39-3L256 383.76 127.39 477a16 16 0 0 1-24.55-18.08L153 310.35 23 221.2a16 16 0 0 1 9-29.2h160.38l48.4-148.95a16 16 0 0 1 30.44 0l48.4 149H480a16 16 0 0 1 9.05 29.2L359 310.35l50.13 148.53A16 16 0 0 1 394 480z"/></svg></span> 18 </div> </div> <div class="col-md-2"> <div class="paper-impl-cell"> </div> </div> <div class="col-md-2 text-center"> <input type="radio" name="official-pgr-radio" class="official-pgr-input official-pgr-radio radios-version-element" value="1900594" > <input type="checkbox" class="official-pgr-input official-pgr-checkbox checkboxes-version-element" value="1900594" > </div> </div> <div class="row align-items-center"> <div class="col-md-5"> <div class="paper-impl-cell"> <a href="https://github.com/pvdhove/owl-mask-rcnn" class="code-table-link"> <span class=" icon-wrapper icon-ion" data-name="logo-github"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M256 32C132.3 32 32 134.9 32 261.7c0 101.5 64.2 187.5 153.2 217.9a17.56 17.56 0 0 0 3.8.4c8.3 0 11.5-6.1 11.5-11.4 0-5.5-.2-19.9-.3-39.1a102.4 102.4 0 0 1-22.6 2.7c-43.1 0-52.9-33.5-52.9-33.5-10.2-26.5-24.9-33.6-24.9-33.6-19.5-13.7-.1-14.1 1.4-14.1h.1c22.5 2 34.3 23.8 34.3 23.8 11.2 19.6 26.2 25.1 39.6 25.1a63 63 0 0 0 25.6-6c2-14.8 7.8-24.9 14.2-30.7-49.7-5.8-102-25.5-102-113.5 0-25.1 8.7-45.6 23-61.6-2.3-5.8-10-29.2 2.2-60.8a18.64 18.64 0 0 1 5-.5c8.1 0 26.4 3.1 56.6 24.1a208.21 208.21 0 0 1 112.2 0c30.2-21 48.5-24.1 56.6-24.1a18.64 18.64 0 0 1 5 .5c12.2 31.6 4.5 55 2.2 60.8 14.3 16.1 23 36.6 23 61.6 0 88.2-52.4 107.6-102.3 113.3 8 7.1 15.2 21.1 15.2 42.5 0 30.7-.3 55.5-.3 63 0 5.4 3.1 11.5 11.4 11.5a19.35 19.35 0 0 0 4-.4C415.9 449.2 480 363.1 480 261.7 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class="paper-impl-cell"> <a href="https://github.com/CarstenIsert/DeepBurn" class="code-table-link"> <span class=" icon-wrapper icon-ion" data-name="logo-github"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M256 32C132.3 32 32 134.9 32 261.7c0 101.5 64.2 187.5 153.2 217.9a17.56 17.56 0 0 0 3.8.4c8.3 0 11.5-6.1 11.5-11.4 0-5.5-.2-19.9-.3-39.1a102.4 102.4 0 0 1-22.6 2.7c-43.1 0-52.9-33.5-52.9-33.5-10.2-26.5-24.9-33.6-24.9-33.6-19.5-13.7-.1-14.1 1.4-14.1h.1c22.5 2 34.3 23.8 34.3 23.8 11.2 19.6 26.2 25.1 39.6 25.1a63 63 0 0 0 25.6-6c2-14.8 7.8-24.9 14.2-30.7-49.7-5.8-102-25.5-102-113.5 0-25.1 8.7-45.6 23-61.6-2.3-5.8-10-29.2 2.2-60.8a18.64 18.64 0 0 1 5-.5c8.1 0 26.4 3.1 56.6 24.1a208.21 208.21 0 0 1 112.2 0c30.2-21 48.5-24.1 56.6-24.1a18.64 18.64 0 0 1 5 .5c12.2 31.6 4.5 55 2.2 60.8 14.3 16.1 23 36.6 23 61.6 0 88.2-52.4 107.6-102.3 113.3 8 7.1 15.2 21.1 15.2 42.5 0 30.7-.3 55.5-.3 63 0 5.4 3.1 11.5 11.4 11.5a19.35 19.35 0 0 0 4-.4C415.9 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/> </div> </div> <div class="col-md-2 text-center"> <input type="radio" name="official-pgr-radio" class="official-pgr-input official-pgr-radio radios-version-element" value="1724803" > <input type="checkbox" class="official-pgr-input official-pgr-checkbox checkboxes-version-element" value="1724803" > </div> </div> <div class="row align-items-center"> <div class="col-md-5"> <div class="paper-impl-cell"> <a href="https://github.com/collectionslab/Omniscribe" class="code-table-link"> <span class=" icon-wrapper icon-ion" data-name="logo-github"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M256 32C132.3 32 32 134.9 32 261.7c0 101.5 64.2 187.5 153.2 217.9a17.56 17.56 0 0 0 3.8.4c8.3 0 11.5-6.1 11.5-11.4 0-5.5-.2-19.9-.3-39.1a102.4 102.4 0 0 1-22.6 2.7c-43.1 0-52.9-33.5-52.9-33.5-10.2-26.5-24.9-33.6-24.9-33.6-19.5-13.7-.1-14.1 1.4-14.1h.1c22.5 2 34.3 23.8 34.3 23.8 11.2 19.6 26.2 25.1 39.6 25.1a63 63 0 0 0 25.6-6c2-14.8 7.8-24.9 14.2-30.7-49.7-5.8-102-25.5-102-113.5 0-25.1 8.7-45.6 23-61.6-2.3-5.8-10-29.2 2.2-60.8a18.64 18.64 0 0 1 5-.5c8.1 0 26.4 3.1 56.6 24.1a208.21 208.21 0 0 1 112.2 0c30.2-21 48.5-24.1 56.6-24.1a18.64 18.64 0 0 1 5 .5c12.2 31.6 4.5 55 2.2 60.8 14.3 16.1 23 36.6 23 61.6 0 88.2-52.4 107.6-102.3 113.3 8 7.1 15.2 21.1 15.2 42.5 0 30.7-.3 55.5-.3 63 0 5.4 3.1 11.5 11.4 11.5a19.35 19.35 0 0 0 4-.4C415.9 449.2 480 363.1 480 261.7 480 134.9 379.7 32 256 32z"/></svg></span> collectionslab/Omniscribe </a> </div> </div> <div class="col-md-3"> <div class="paper-impl-cell"> <span class=" icon-wrapper icon-ion" data-name="star"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M394 480a16 16 0 0 1-9.39-3L256 383.76 127.39 477a16 16 0 0 1-24.55-18.08L153 310.35 23 221.2a16 16 0 0 1 9-29.2h160.38l48.4-148.95a16 16 0 0 1 30.44 0l48.4 149H480a16 16 0 0 1 9.05 29.2L359 310.35l50.13 148.53A16 16 0 0 1 394 480z"/></svg></span> 9 </div> </div> <div class="col-md-2"> <div class="paper-impl-cell"> <img class="" src="https://production-assets.paperswithcode.com/perf/images/frameworks/pytorch-2fbf2cb9.png" /> </div> </div> <div class="col-md-2 text-center"> <input type="radio" name="official-pgr-radio" class="official-pgr-input official-pgr-radio radios-version-element" value="324553" > <input type="checkbox" class="official-pgr-input official-pgr-checkbox checkboxes-version-element" value="324553" > </div> </div> <div class="row align-items-center"> <div class="col-md-5"> <div class="paper-impl-cell"> <a href="https://github.com/collectionslab/book-annotation-classification" class="code-table-link"> <span class=" icon-wrapper icon-ion" data-name="logo-github"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M256 32C132.3 32 32 134.9 32 261.7c0 101.5 64.2 187.5 153.2 217.9a17.56 17.56 0 0 0 3.8.4c8.3 0 11.5-6.1 11.5-11.4 0-5.5-.2-19.9-.3-39.1a102.4 102.4 0 0 1-22.6 2.7c-43.1 0-52.9-33.5-52.9-33.5-10.2-26.5-24.9-33.6-24.9-33.6-19.5-13.7-.1-14.1 1.4-14.1h.1c22.5 2 34.3 23.8 34.3 23.8 11.2 19.6 26.2 25.1 39.6 25.1a63 63 0 0 0 25.6-6c2-14.8 7.8-24.9 14.2-30.7-49.7-5.8-102-25.5-102-113.5 0-25.1 8.7-45.6 23-61.6-2.3-5.8-10-29.2 2.2-60.8a18.64 18.64 0 0 1 5-.5c8.1 0 26.4 3.1 56.6 24.1a208.21 208.21 0 0 1 112.2 0c30.2-21 48.5-24.1 56.6-24.1a18.64 18.64 0 0 1 5 .5c12.2 31.6 4.5 55 2.2 60.8 14.3 16.1 23 36.6 23 61.6 0 88.2-52.4 107.6-102.3 113.3 8 7.1 15.2 21.1 15.2 42.5 0 30.7-.3 55.5-.3 63 0 5.4 3.1 11.5 11.4 11.5a19.35 19.35 0 0 0 4-.4C415.9 449.2 480 363.1 480 261.7 480 134.9 379.7 32 256 32z"/></svg></span> collectionslab/book-annotation-classification </a> </div> </div> <div class="col-md-3"> <div class="paper-impl-cell"> <span class=" icon-wrapper icon-ion" data-name="star"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M394 480a16 16 0 0 1-9.39-3L256 383.76 127.39 477a16 16 0 0 1-24.55-18.08L153 310.35 23 221.2a16 16 0 0 1 9-29.2h160.38l48.4-148.95a16 16 0 0 1 30.44 0l48.4 149H480a16 16 0 0 1 9.05 29.2L359 310.35l50.13 148.53A16 16 0 0 1 394 480z"/></svg></span> 9 </div> </div> <div class="col-md-2"> <div class="paper-impl-cell"> <img class="" src="https://production-assets.paperswithcode.com/perf/images/frameworks/pytorch-2fbf2cb9.png" /> </div> </div> <div class="col-md-2 text-center"> <input type="radio" name="official-pgr-radio" class="official-pgr-input official-pgr-radio radios-version-element" value="117641" > <input type="checkbox" class="official-pgr-input official-pgr-checkbox checkboxes-version-element" value="117641" > </div> </div> <div class="row align-items-center"> <div class="col-md-5"> <div class="paper-impl-cell"> <a href="https://github.com/collectionslab/annotations-computervision" class="code-table-link"> <span class=" icon-wrapper icon-ion" data-name="logo-github"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M256 32C132.3 32 32 134.9 32 261.7c0 101.5 64.2 187.5 153.2 217.9a17.56 17.56 0 0 0 3.8.4c8.3 0 11.5-6.1 11.5-11.4 0-5.5-.2-19.9-.3-39.1a102.4 102.4 0 0 1-22.6 2.7c-43.1 0-52.9-33.5-52.9-33.5-10.2-26.5-24.9-33.6-24.9-33.6-19.5-13.7-.1-14.1 1.4-14.1h.1c22.5 2 34.3 23.8 34.3 23.8 11.2 19.6 26.2 25.1 39.6 25.1a63 63 0 0 0 25.6-6c2-14.8 7.8-24.9 14.2-30.7-49.7-5.8-102-25.5-102-113.5 0-25.1 8.7-45.6 23-61.6-2.3-5.8-10-29.2 2.2-60.8a18.64 18.64 0 0 1 5-.5c8.1 0 26.4 3.1 56.6 24.1a208.21 208.21 0 0 1 112.2 0c30.2-21 48.5-24.1 56.6-24.1a18.64 18.64 0 0 1 5 .5c12.2 31.6 4.5 55 2.2 60.8 14.3 16.1 23 36.6 23 61.6 0 88.2-52.4 107.6-102.3 113.3 8 7.1 15.2 21.1 15.2 42.5 0 30.7-.3 55.5-.3 63 0 5.4 3.1 11.5 11.4 11.5a19.35 19.35 0 0 0 4-.4C415.9 449.2 480 363.1 480 261.7 480 134.9 379.7 32 256 32z"/></svg></span> collectionslab/annotations-computervision </a> </div> </div> <div class="col-md-3"> <div class="paper-impl-cell"> <span class=" icon-wrapper icon-ion" data-name="star"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M394 480a16 16 0 0 1-9.39-3L256 383.76 127.39 477a16 16 0 0 1-24.55-18.08L153 310.35 23 221.2a16 16 0 0 1 9-29.2h160.38l48.4-148.95a16 16 0 0 1 30.44 0l48.4 149H480a16 16 0 0 1 9.05 29.2L359 310.35l50.13 148.53A16 16 0 0 1 394 480z"/></svg></span> 9 </div> </div> <div class="col-md-2"> <div class="paper-impl-cell"> <img class="" src="https://production-assets.paperswithcode.com/perf/images/frameworks/pytorch-2fbf2cb9.png" /> </div> </div> <div class="col-md-2 text-center"> <input type="radio" name="official-pgr-radio" class="official-pgr-input official-pgr-radio radios-version-element" value="86836" > <input type="checkbox" class="official-pgr-input official-pgr-checkbox checkboxes-version-element" value="86836" > </div> </div> <div class="row align-items-center"> <div class="col-md-5"> <div class="paper-impl-cell"> <a href="https://github.com/Alexander-Whelan/Zeus" class="code-table-link"> <span class=" icon-wrapper icon-ion" data-name="logo-github"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M256 32C132.3 32 32 134.9 32 261.7c0 101.5 64.2 187.5 153.2 217.9a17.56 17.56 0 0 0 3.8.4c8.3 0 11.5-6.1 11.5-11.4 0-5.5-.2-19.9-.3-39.1a102.4 102.4 0 0 1-22.6 2.7c-43.1 0-52.9-33.5-52.9-33.5-10.2-26.5-24.9-33.6-24.9-33.6-19.5-13.7-.1-14.1 1.4-14.1h.1c22.5 2 34.3 23.8 34.3 23.8 11.2 19.6 26.2 25.1 39.6 25.1a63 63 0 0 0 25.6-6c2-14.8 7.8-24.9 14.2-30.7-49.7-5.8-102-25.5-102-113.5 0-25.1 8.7-45.6 23-61.6-2.3-5.8-10-29.2 2.2-60.8a18.64 18.64 0 0 1 5-.5c8.1 0 26.4 3.1 56.6 24.1a208.21 208.21 0 0 1 112.2 0c30.2-21 48.5-24.1 56.6-24.1a18.64 18.64 0 0 1 5 .5c12.2 31.6 4.5 55 2.2 60.8 14.3 16.1 23 36.6 23 61.6 0 88.2-52.4 107.6-102.3 113.3 8 7.1 15.2 21.1 15.2 42.5 0 30.7-.3 55.5-.3 63 0 5.4 3.1 11.5 11.4 11.5a19.35 19.35 0 0 0 4-.4C415.9 449.2 480 363.1 480 261.7 480 134.9 379.7 32 256 32z"/></svg></span> Alexander-Whelan/Zeus </a> </div> 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14.2-30.7-49.7-5.8-102-25.5-102-113.5 0-25.1 8.7-45.6 23-61.6-2.3-5.8-10-29.2 2.2-60.8a18.64 18.64 0 0 1 5-.5c8.1 0 26.4 3.1 56.6 24.1a208.21 208.21 0 0 1 112.2 0c30.2-21 48.5-24.1 56.6-24.1a18.64 18.64 0 0 1 5 .5c12.2 31.6 4.5 55 2.2 60.8 14.3 16.1 23 36.6 23 61.6 0 88.2-52.4 107.6-102.3 113.3 8 7.1 15.2 21.1 15.2 42.5 0 30.7-.3 55.5-.3 63 0 5.4 3.1 11.5 11.4 11.5a19.35 19.35 0 0 0 4-.4C415.9 449.2 480 363.1 480 261.7 480 134.9 379.7 32 256 32z"/></svg></span> delldu/MaskRCNN </a> </div> </div> <div class="col-md-3"> <div class="paper-impl-cell"> <span class=" icon-wrapper icon-ion" data-name="star"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M394 480a16 16 0 0 1-9.39-3L256 383.76 127.39 477a16 16 0 0 1-24.55-18.08L153 310.35 23 221.2a16 16 0 0 1 9-29.2h160.38l48.4-148.95a16 16 0 0 1 30.44 0l48.4 149H480a16 16 0 0 1 9.05 29.2L359 310.35l50.13 148.53A16 16 0 0 1 394 480z"/></svg></span> 6 </div> </div> <div class="col-md-2"> <div class="paper-impl-cell"> <img class="" src="https://production-assets.paperswithcode.com/perf/images/frameworks/pytorch-2fbf2cb9.png" /> </div> </div> <div class="col-md-2 text-center"> <input type="radio" name="official-pgr-radio" class="official-pgr-input official-pgr-radio radios-version-element" value="41183" > <input type="checkbox" class="official-pgr-input official-pgr-checkbox checkboxes-version-element" value="41183" > </div> </div> <div class="row align-items-center"> <div class="col-md-5"> <div class="paper-impl-cell"> <a href="https://github.com/George-Ogden/Mask-RCNN" class="code-table-link"> <span class=" icon-wrapper icon-ion" data-name="logo-github"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M256 32C132.3 32 32 134.9 32 261.7c0 101.5 64.2 187.5 153.2 217.9a17.56 17.56 0 0 0 3.8.4c8.3 0 11.5-6.1 11.5-11.4 0-5.5-.2-19.9-.3-39.1a102.4 102.4 0 0 1-22.6 2.7c-43.1 0-52.9-33.5-52.9-33.5-10.2-26.5-24.9-33.6-24.9-33.6-19.5-13.7-.1-14.1 1.4-14.1h.1c22.5 2 34.3 23.8 34.3 23.8 11.2 19.6 26.2 25.1 39.6 25.1a63 63 0 0 0 25.6-6c2-14.8 7.8-24.9 14.2-30.7-49.7-5.8-102-25.5-102-113.5 0-25.1 8.7-45.6 23-61.6-2.3-5.8-10-29.2 2.2-60.8a18.64 18.64 0 0 1 5-.5c8.1 0 26.4 3.1 56.6 24.1a208.21 208.21 0 0 1 112.2 0c30.2-21 48.5-24.1 56.6-24.1a18.64 18.64 0 0 1 5 .5c12.2 31.6 4.5 55 2.2 60.8 14.3 16.1 23 36.6 23 61.6 0 88.2-52.4 107.6-102.3 113.3 8 7.1 15.2 21.1 15.2 42.5 0 30.7-.3 55.5-.3 63 0 5.4 3.1 11.5 11.4 11.5a19.35 19.35 0 0 0 4-.4C415.9 449.2 480 363.1 480 261.7 480 134.9 379.7 32 256 32z"/></svg></span> George-Ogden/Mask-RCNN </a> </div> </div> <div class="col-md-3"> <div class="paper-impl-cell"> <span class=" icon-wrapper icon-ion" data-name="star"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M394 480a16 16 0 0 1-9.39-3L256 383.76 127.39 477a16 16 0 0 1-24.55-18.08L153 310.35 23 221.2a16 16 0 0 1 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261.7c0 101.5 64.2 187.5 153.2 217.9a17.56 17.56 0 0 0 3.8.4c8.3 0 11.5-6.1 11.5-11.4 0-5.5-.2-19.9-.3-39.1a102.4 102.4 0 0 1-22.6 2.7c-43.1 0-52.9-33.5-52.9-33.5-10.2-26.5-24.9-33.6-24.9-33.6-19.5-13.7-.1-14.1 1.4-14.1h.1c22.5 2 34.3 23.8 34.3 23.8 11.2 19.6 26.2 25.1 39.6 25.1a63 63 0 0 0 25.6-6c2-14.8 7.8-24.9 14.2-30.7-49.7-5.8-102-25.5-102-113.5 0-25.1 8.7-45.6 23-61.6-2.3-5.8-10-29.2 2.2-60.8a18.64 18.64 0 0 1 5-.5c8.1 0 26.4 3.1 56.6 24.1a208.21 208.21 0 0 1 112.2 0c30.2-21 48.5-24.1 56.6-24.1a18.64 18.64 0 0 1 5 .5c12.2 31.6 4.5 55 2.2 60.8 14.3 16.1 23 36.6 23 61.6 0 88.2-52.4 107.6-102.3 113.3 8 7.1 15.2 21.1 15.2 42.5 0 30.7-.3 55.5-.3 63 0 5.4 3.1 11.5 11.4 11.5a19.35 19.35 0 0 0 4-.4C415.9 449.2 480 363.1 480 261.7 480 134.9 379.7 32 256 32z"/></svg></span> houssemjebari/Fruit-Detection </a> </div> </div> <div class="col-md-3"> <div class="paper-impl-cell"> <span class=" icon-wrapper icon-ion" data-name="star"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M394 480a16 16 0 0 1-9.39-3L256 383.76 127.39 477a16 16 0 0 1-24.55-18.08L153 310.35 23 221.2a16 16 0 0 1 9-29.2h160.38l48.4-148.95a16 16 0 0 1 30.44 0l48.4 149H480a16 16 0 0 1 9.05 29.2L359 310.35l50.13 148.53A16 16 0 0 1 394 480z"/></svg></span> 6 </div> </div> <div class="col-md-2"> <div class="paper-impl-cell"> </div> </div> <div class="col-md-2 text-center"> <input type="radio" name="official-pgr-radio" class="official-pgr-input official-pgr-radio radios-version-element" value="1815664" > <input type="checkbox" class="official-pgr-input official-pgr-checkbox checkboxes-version-element" value="1815664" > </div> </div> <div class="row align-items-center"> <div class="col-md-5"> <div class="paper-impl-cell"> <a href="https://github.com/RajArPatra/Super-OCR" class="code-table-link"> <span class=" icon-wrapper icon-ion" data-name="logo-github"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M256 32C132.3 32 32 134.9 32 261.7c0 101.5 64.2 187.5 153.2 217.9a17.56 17.56 0 0 0 3.8.4c8.3 0 11.5-6.1 11.5-11.4 0-5.5-.2-19.9-.3-39.1a102.4 102.4 0 0 1-22.6 2.7c-43.1 0-52.9-33.5-52.9-33.5-10.2-26.5-24.9-33.6-24.9-33.6-19.5-13.7-.1-14.1 1.4-14.1h.1c22.5 2 34.3 23.8 34.3 23.8 11.2 19.6 26.2 25.1 39.6 25.1a63 63 0 0 0 25.6-6c2-14.8 7.8-24.9 14.2-30.7-49.7-5.8-102-25.5-102-113.5 0-25.1 8.7-45.6 23-61.6-2.3-5.8-10-29.2 2.2-60.8a18.64 18.64 0 0 1 5-.5c8.1 0 26.4 3.1 56.6 24.1a208.21 208.21 0 0 1 112.2 0c30.2-21 48.5-24.1 56.6-24.1a18.64 18.64 0 0 1 5 .5c12.2 31.6 4.5 55 2.2 60.8 14.3 16.1 23 36.6 23 61.6 0 88.2-52.4 107.6-102.3 113.3 8 7.1 15.2 21.1 15.2 42.5 0 30.7-.3 55.5-.3 63 0 5.4 3.1 11.5 11.4 11.5a19.35 19.35 0 0 0 4-.4C415.9 449.2 480 363.1 480 261.7 480 134.9 379.7 32 256 32z"/></svg></span> RajArPatra/Super-OCR </a> </div> </div> <div class="col-md-3"> <div class="paper-impl-cell"> <span class=" icon-wrapper icon-ion" data-name="star"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M394 480a16 16 0 0 1-9.39-3L256 383.76 127.39 477a16 16 0 0 1-24.55-18.08L153 310.35 23 221.2a16 16 0 0 1 9-29.2h160.38l48.4-148.95a16 16 0 0 1 30.44 0l48.4 149H480a16 16 0 0 1 9.05 29.2L359 310.35l50.13 148.53A16 16 0 0 1 394 480z"/></svg></span> 5 </div> </div> <div class="col-md-2"> <div class="paper-impl-cell"> <img class="" src="https://production-assets.paperswithcode.com/perf/images/frameworks/pytorch-2fbf2cb9.png" /> </div> </div> <div class="col-md-2 text-center"> <input type="radio" name="official-pgr-radio" class="official-pgr-input official-pgr-radio radios-version-element" value="1826012" > <input type="checkbox" class="official-pgr-input official-pgr-checkbox checkboxes-version-element" value="1826012" > </div> </div> <div class="row align-items-center"> <div class="col-md-5"> <div class="paper-impl-cell"> <a href="https://github.com/guanfuchen/py-faster-rcnn" class="code-table-link"> <span class=" icon-wrapper icon-ion" data-name="logo-github"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M256 32C132.3 32 32 134.9 32 261.7c0 101.5 64.2 187.5 153.2 217.9a17.56 17.56 0 0 0 3.8.4c8.3 0 11.5-6.1 11.5-11.4 0-5.5-.2-19.9-.3-39.1a102.4 102.4 0 0 1-22.6 2.7c-43.1 0-52.9-33.5-52.9-33.5-10.2-26.5-24.9-33.6-24.9-33.6-19.5-13.7-.1-14.1 1.4-14.1h.1c22.5 2 34.3 23.8 34.3 23.8 11.2 19.6 26.2 25.1 39.6 25.1a63 63 0 0 0 25.6-6c2-14.8 7.8-24.9 14.2-30.7-49.7-5.8-102-25.5-102-113.5 0-25.1 8.7-45.6 23-61.6-2.3-5.8-10-29.2 2.2-60.8a18.64 18.64 0 0 1 5-.5c8.1 0 26.4 3.1 56.6 24.1a208.21 208.21 0 0 1 112.2 0c30.2-21 48.5-24.1 56.6-24.1a18.64 18.64 0 0 1 5 .5c12.2 31.6 4.5 55 2.2 60.8 14.3 16.1 23 36.6 23 61.6 0 88.2-52.4 107.6-102.3 113.3 8 7.1 15.2 21.1 15.2 42.5 0 30.7-.3 55.5-.3 63 0 5.4 3.1 11.5 11.4 11.5a19.35 19.35 0 0 0 4-.4C415.9 449.2 480 363.1 480 261.7 480 134.9 379.7 32 256 32z"/></svg></span> guanfuchen/py-faster-rcnn </a> </div> </div> <div class="col-md-3"> <div class="paper-impl-cell"> <span class=" icon-wrapper icon-ion" data-name="star"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M394 480a16 16 0 0 1-9.39-3L256 383.76 127.39 477a16 16 0 0 1-24.55-18.08L153 310.35 23 221.2a16 16 0 0 1 9-29.2h160.38l48.4-148.95a16 16 0 0 1 30.44 0l48.4 149H480a16 16 0 0 1 9.05 29.2L359 310.35l50.13 148.53A16 16 0 0 1 394 480z"/></svg></span> 5 </div> </div> <div class="col-md-2"> <div class="paper-impl-cell"> <img class="" src="https://production-assets.paperswithcode.com/perf/images/frameworks/caffe2-b86950a0.png" /> </div> </div> <div class="col-md-2 text-center"> <input type="radio" name="official-pgr-radio" class="official-pgr-input official-pgr-radio radios-version-element" value="27878" > <input type="checkbox" class="official-pgr-input official-pgr-checkbox checkboxes-version-element" value="27878" > </div> </div> <div class="row align-items-center"> <div class="col-md-5"> <div class="paper-impl-cell"> <a href="https://github.com/hellohaozheng/maskrcnn-mindspore" class="code-table-link"> <span class=" icon-wrapper icon-ion" data-name="logo-github"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M256 32C132.3 32 32 134.9 32 261.7c0 101.5 64.2 187.5 153.2 217.9a17.56 17.56 0 0 0 3.8.4c8.3 0 11.5-6.1 11.5-11.4 0-5.5-.2-19.9-.3-39.1a102.4 102.4 0 0 1-22.6 2.7c-43.1 0-52.9-33.5-52.9-33.5-10.2-26.5-24.9-33.6-24.9-33.6-19.5-13.7-.1-14.1 1.4-14.1h.1c22.5 2 34.3 23.8 34.3 23.8 11.2 19.6 26.2 25.1 39.6 25.1a63 63 0 0 0 25.6-6c2-14.8 7.8-24.9 14.2-30.7-49.7-5.8-102-25.5-102-113.5 0-25.1 8.7-45.6 23-61.6-2.3-5.8-10-29.2 2.2-60.8a18.64 18.64 0 0 1 5-.5c8.1 0 26.4 3.1 56.6 24.1a208.21 208.21 0 0 1 112.2 0c30.2-21 48.5-24.1 56.6-24.1a18.64 18.64 0 0 1 5 .5c12.2 31.6 4.5 55 2.2 60.8 14.3 16.1 23 36.6 23 61.6 0 88.2-52.4 107.6-102.3 113.3 8 7.1 15.2 21.1 15.2 42.5 0 30.7-.3 55.5-.3 63 0 5.4 3.1 11.5 11.4 11.5a19.35 19.35 0 0 0 4-.4C415.9 449.2 480 363.1 480 261.7 480 134.9 379.7 32 256 32z"/></svg></span> hellohaozheng/maskrcnn-mindspore </a> </div> </div> <div class="col-md-3"> <div class="paper-impl-cell"> <span class=" icon-wrapper icon-ion" data-name="star"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M394 480a16 16 0 0 1-9.39-3L256 383.76 127.39 477a16 16 0 0 1-24.55-18.08L153 310.35 23 221.2a16 16 0 0 1 9-29.2h160.38l48.4-148.95a16 16 0 0 1 30.44 0l48.4 149H480a16 16 0 0 1 9.05 29.2L359 310.35l50.13 148.53A16 16 0 0 1 394 480z"/></svg></span> 4 </div> </div> <div class="col-md-2"> <div class="paper-impl-cell"> <img class="" src="https://production-assets.paperswithcode.com/perf/images/frameworks/mindspore-beada7dc.png" /> </div> </div> <div class="col-md-2 text-center"> <input type="radio" name="official-pgr-radio" class="official-pgr-input official-pgr-radio radios-version-element" value="2023672" > <input type="checkbox" class="official-pgr-input 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23 61.6 0 88.2-52.4 107.6-102.3 113.3 8 7.1 15.2 21.1 15.2 42.5 0 30.7-.3 55.5-.3 63 0 5.4 3.1 11.5 11.4 11.5a19.35 19.35 0 0 0 4-.4C415.9 449.2 480 363.1 480 261.7 480 134.9 379.7 32 256 32z"/></svg></span> fsafe/Capstone </a> </div> </div> <div class="col-md-3"> <div class="paper-impl-cell"> <span class=" icon-wrapper icon-ion" data-name="star"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M394 480a16 16 0 0 1-9.39-3L256 383.76 127.39 477a16 16 0 0 1-24.55-18.08L153 310.35 23 221.2a16 16 0 0 1 9-29.2h160.38l48.4-148.95a16 16 0 0 1 30.44 0l48.4 149H480a16 16 0 0 1 9.05 29.2L359 310.35l50.13 148.53A16 16 0 0 1 394 480z"/></svg></span> 4 </div> </div> <div class="col-md-2"> <div class="paper-impl-cell"> <img class="" src="https://production-assets.paperswithcode.com/perf/images/frameworks/pytorch-2fbf2cb9.png" /> </div> </div> <div class="col-md-2 text-center"> <input type="radio" name="official-pgr-radio" class="official-pgr-input 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26.4 3.1 56.6 24.1a208.21 208.21 0 0 1 112.2 0c30.2-21 48.5-24.1 56.6-24.1a18.64 18.64 0 0 1 5 .5c12.2 31.6 4.5 55 2.2 60.8 14.3 16.1 23 36.6 23 61.6 0 88.2-52.4 107.6-102.3 113.3 8 7.1 15.2 21.1 15.2 42.5 0 30.7-.3 55.5-.3 63 0 5.4 3.1 11.5 11.4 11.5a19.35 19.35 0 0 0 4-.4C415.9 449.2 480 363.1 480 261.7 480 134.9 379.7 32 256 32z"/></svg></span> xiuyu0000/papers_with_examples </a> </div> </div> <div class="col-md-3"> <div class="paper-impl-cell"> <span class=" icon-wrapper icon-ion" data-name="star"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M394 480a16 16 0 0 1-9.39-3L256 383.76 127.39 477a16 16 0 0 1-24.55-18.08L153 310.35 23 221.2a16 16 0 0 1 9-29.2h160.38l48.4-148.95a16 16 0 0 1 30.44 0l48.4 149H480a16 16 0 0 1 9.05 29.2L359 310.35l50.13 148.53A16 16 0 0 1 394 480z"/></svg></span> 4 </div> </div> <div class="col-md-2"> <div class="paper-impl-cell"> <img class="" 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34.3 23.8 34.3 23.8 11.2 19.6 26.2 25.1 39.6 25.1a63 63 0 0 0 25.6-6c2-14.8 7.8-24.9 14.2-30.7-49.7-5.8-102-25.5-102-113.5 0-25.1 8.7-45.6 23-61.6-2.3-5.8-10-29.2 2.2-60.8a18.64 18.64 0 0 1 5-.5c8.1 0 26.4 3.1 56.6 24.1a208.21 208.21 0 0 1 112.2 0c30.2-21 48.5-24.1 56.6-24.1a18.64 18.64 0 0 1 5 .5c12.2 31.6 4.5 55 2.2 60.8 14.3 16.1 23 36.6 23 61.6 0 88.2-52.4 107.6-102.3 113.3 8 7.1 15.2 21.1 15.2 42.5 0 30.7-.3 55.5-.3 63 0 5.4 3.1 11.5 11.4 11.5a19.35 19.35 0 0 0 4-.4C415.9 449.2 480 363.1 480 261.7 480 134.9 379.7 32 256 32z"/></svg></span> Mrnoorsingh/car-parking </a> </div> </div> <div class="col-md-3"> <div class="paper-impl-cell"> <span class=" icon-wrapper icon-ion" data-name="star"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M394 480a16 16 0 0 1-9.39-3L256 383.76 127.39 477a16 16 0 0 1-24.55-18.08L153 310.35 23 221.2a16 16 0 0 1 9-29.2h160.38l48.4-148.95a16 16 0 0 1 30.44 0l48.4 149H480a16 16 0 0 1 9.05 29.2L359 310.35l50.13 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1.4-14.1h.1c22.5 2 34.3 23.8 34.3 23.8 11.2 19.6 26.2 25.1 39.6 25.1a63 63 0 0 0 25.6-6c2-14.8 7.8-24.9 14.2-30.7-49.7-5.8-102-25.5-102-113.5 0-25.1 8.7-45.6 23-61.6-2.3-5.8-10-29.2 2.2-60.8a18.64 18.64 0 0 1 5-.5c8.1 0 26.4 3.1 56.6 24.1a208.21 208.21 0 0 1 112.2 0c30.2-21 48.5-24.1 56.6-24.1a18.64 18.64 0 0 1 5 .5c12.2 31.6 4.5 55 2.2 60.8 14.3 16.1 23 36.6 23 61.6 0 88.2-52.4 107.6-102.3 113.3 8 7.1 15.2 21.1 15.2 42.5 0 30.7-.3 55.5-.3 63 0 5.4 3.1 11.5 11.4 11.5a19.35 19.35 0 0 0 4-.4C415.9 449.2 480 363.1 480 261.7 480 134.9 379.7 32 256 32z"/></svg></span> noelcodes/Mask_RCNN </a> </div> </div> <div class="col-md-3"> <div class="paper-impl-cell"> <span class=" icon-wrapper icon-ion" data-name="star"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M394 480a16 16 0 0 1-9.39-3L256 383.76 127.39 477a16 16 0 0 1-24.55-18.08L153 310.35 23 221.2a16 16 0 0 1 9-29.2h160.38l48.4-148.95a16 16 0 0 1 30.44 0l48.4 149H480a16 16 0 0 1 9.05 29.2L359 310.35l50.13 148.53A16 16 0 0 1 394 480z"/></svg></span> 4 </div> </div> <div class="col-md-2"> <div class="paper-impl-cell"> </div> </div> <div class="col-md-2 text-center"> <input type="radio" name="official-pgr-radio" class="official-pgr-input official-pgr-radio radios-version-element" value="27931" > <input type="checkbox" class="official-pgr-input official-pgr-checkbox checkboxes-version-element" value="27931" > </div> </div> <div class="row align-items-center"> <div class="col-md-5"> <div class="paper-impl-cell"> <a href="https://github.com/chuanqichen/deepcoaching" class="code-table-link"> <span class=" icon-wrapper icon-ion" data-name="logo-github"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M256 32C132.3 32 32 134.9 32 261.7c0 101.5 64.2 187.5 153.2 217.9a17.56 17.56 0 0 0 3.8.4c8.3 0 11.5-6.1 11.5-11.4 0-5.5-.2-19.9-.3-39.1a102.4 102.4 0 0 1-22.6 2.7c-43.1 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</div> <div class="col-md-2"> <div class="paper-impl-cell"> <img class="" src="https://production-assets.paperswithcode.com/perf/images/frameworks/mindspore-beada7dc.png" /> </div> </div> <div class="col-md-2 text-center"> <input type="radio" name="official-pgr-radio" class="official-pgr-input official-pgr-radio radios-version-element" value="2284283" > <input type="checkbox" class="official-pgr-input official-pgr-checkbox checkboxes-version-element" value="2284283" > </div> </div> <div class="row align-items-center"> <div class="col-md-5"> <div class="paper-impl-cell"> <a href="https://github.com/MindSpore-paper-code-3/code9/tree/main/MaskRCNN" class="code-table-link"> <span class=" icon-wrapper icon-ion" data-name="logo-github"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M256 32C132.3 32 32 134.9 32 261.7c0 101.5 64.2 187.5 153.2 217.9a17.56 17.56 0 0 0 3.8.4c8.3 0 11.5-6.1 11.5-11.4 0-5.5-.2-19.9-.3-39.1a102.4 102.4 0 0 1-22.6 2.7c-43.1 0-52.9-33.5-52.9-33.5-10.2-26.5-24.9-33.6-24.9-33.6-19.5-13.7-.1-14.1 1.4-14.1h.1c22.5 2 34.3 23.8 34.3 23.8 11.2 19.6 26.2 25.1 39.6 25.1a63 63 0 0 0 25.6-6c2-14.8 7.8-24.9 14.2-30.7-49.7-5.8-102-25.5-102-113.5 0-25.1 8.7-45.6 23-61.6-2.3-5.8-10-29.2 2.2-60.8a18.64 18.64 0 0 1 5-.5c8.1 0 26.4 3.1 56.6 24.1a208.21 208.21 0 0 1 112.2 0c30.2-21 48.5-24.1 56.6-24.1a18.64 18.64 0 0 1 5 .5c12.2 31.6 4.5 55 2.2 60.8 14.3 16.1 23 36.6 23 61.6 0 88.2-52.4 107.6-102.3 113.3 8 7.1 15.2 21.1 15.2 42.5 0 30.7-.3 55.5-.3 63 0 5.4 3.1 11.5 11.4 11.5a19.35 19.35 0 0 0 4-.4C415.9 449.2 480 363.1 480 261.7 480 134.9 379.7 32 256 32z"/></svg></span> MindSpore-paper-code-3/code9 </a> </div> </div> <div class="col-md-3"> <div class="paper-impl-cell"> <span class=" icon-wrapper icon-ion" data-name="star"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M394 480a16 16 0 0 1-9.39-3L256 383.76 127.39 477a16 16 0 0 1-24.55-18.08L153 310.35 23 221.2a16 16 0 0 1 9-29.2h160.38l48.4-148.95a16 16 0 0 1 30.44 0l48.4 149H480a16 16 0 0 1 9.05 29.2L359 310.35l50.13 148.53A16 16 0 0 1 394 480z"/></svg></span> 0 </div> </div> <div class="col-md-2"> <div class="paper-impl-cell"> <img class="" src="https://production-assets.paperswithcode.com/perf/images/frameworks/mindspore-beada7dc.png" /> </div> </div> <div class="col-md-2 text-center"> <input type="radio" name="official-pgr-radio" class="official-pgr-input official-pgr-radio radios-version-element" value="2279400" > <input type="checkbox" class="official-pgr-input official-pgr-checkbox checkboxes-version-element" value="2279400" > </div> </div> <div class="row align-items-center"> <div class="col-md-5"> <div class="paper-impl-cell"> <a href="https://github.com/2023-MindSpore-4/Code10/tree/main/MaskRCNN" class="code-table-link"> <span class=" icon-wrapper icon-ion" data-name="logo-github"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M256 32C132.3 32 32 134.9 32 261.7c0 101.5 64.2 187.5 153.2 217.9a17.56 17.56 0 0 0 3.8.4c8.3 0 11.5-6.1 11.5-11.4 0-5.5-.2-19.9-.3-39.1a102.4 102.4 0 0 1-22.6 2.7c-43.1 0-52.9-33.5-52.9-33.5-10.2-26.5-24.9-33.6-24.9-33.6-19.5-13.7-.1-14.1 1.4-14.1h.1c22.5 2 34.3 23.8 34.3 23.8 11.2 19.6 26.2 25.1 39.6 25.1a63 63 0 0 0 25.6-6c2-14.8 7.8-24.9 14.2-30.7-49.7-5.8-102-25.5-102-113.5 0-25.1 8.7-45.6 23-61.6-2.3-5.8-10-29.2 2.2-60.8a18.64 18.64 0 0 1 5-.5c8.1 0 26.4 3.1 56.6 24.1a208.21 208.21 0 0 1 112.2 0c30.2-21 48.5-24.1 56.6-24.1a18.64 18.64 0 0 1 5 .5c12.2 31.6 4.5 55 2.2 60.8 14.3 16.1 23 36.6 23 61.6 0 88.2-52.4 107.6-102.3 113.3 8 7.1 15.2 21.1 15.2 42.5 0 30.7-.3 55.5-.3 63 0 5.4 3.1 11.5 11.4 11.5a19.35 19.35 0 0 0 4-.4C415.9 449.2 480 363.1 480 261.7 480 134.9 379.7 32 256 32z"/></svg></span> 2023-MindSpore-4/Code10 </a> </div> </div> <div class="col-md-3"> <div class="paper-impl-cell"> <span class=" icon-wrapper icon-ion" data-name="star"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M394 480a16 16 0 0 1-9.39-3L256 383.76 127.39 477a16 16 0 0 1-24.55-18.08L153 310.35 23 221.2a16 16 0 0 1 9-29.2h160.38l48.4-148.95a16 16 0 0 1 30.44 0l48.4 149H480a16 16 0 0 1 9.05 29.2L359 310.35l50.13 148.53A16 16 0 0 1 394 480z"/></svg></span> 0 </div> </div> <div class="col-md-2"> <div class="paper-impl-cell"> <img class="" src="https://production-assets.paperswithcode.com/perf/images/frameworks/mindspore-beada7dc.png" /> </div> </div> <div class="col-md-2 text-center"> <input type="radio" name="official-pgr-radio" class="official-pgr-input official-pgr-radio radios-version-element" value="2243923" > <input type="checkbox" class="official-pgr-input official-pgr-checkbox checkboxes-version-element" value="2243923" > </div> </div> <div class="row align-items-center"> <div class="col-md-5"> <div class="paper-impl-cell"> <a href="https://github.com/2023-MindSpore-4/Code9/tree/main/MaskRCNN" class="code-table-link"> <span class=" icon-wrapper icon-ion" data-name="logo-github"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M256 32C132.3 32 32 134.9 32 261.7c0 101.5 64.2 187.5 153.2 217.9a17.56 17.56 0 0 0 3.8.4c8.3 0 11.5-6.1 11.5-11.4 0-5.5-.2-19.9-.3-39.1a102.4 102.4 0 0 1-22.6 2.7c-43.1 0-52.9-33.5-52.9-33.5-10.2-26.5-24.9-33.6-24.9-33.6-19.5-13.7-.1-14.1 1.4-14.1h.1c22.5 2 34.3 23.8 34.3 23.8 11.2 19.6 26.2 25.1 39.6 25.1a63 63 0 0 0 25.6-6c2-14.8 7.8-24.9 14.2-30.7-49.7-5.8-102-25.5-102-113.5 0-25.1 8.7-45.6 23-61.6-2.3-5.8-10-29.2 2.2-60.8a18.64 18.64 0 0 1 5-.5c8.1 0 26.4 3.1 56.6 24.1a208.21 208.21 0 0 1 112.2 0c30.2-21 48.5-24.1 56.6-24.1a18.64 18.64 0 0 1 5 .5c12.2 31.6 4.5 55 2.2 60.8 14.3 16.1 23 36.6 23 61.6 0 88.2-52.4 107.6-102.3 113.3 8 7.1 15.2 21.1 15.2 42.5 0 30.7-.3 55.5-.3 63 0 5.4 3.1 11.5 11.4 11.5a19.35 19.35 0 0 0 4-.4C415.9 449.2 480 363.1 480 261.7 480 134.9 379.7 32 256 32z"/></svg></span> 2023-MindSpore-4/Code9 </a> </div> </div> <div class="col-md-3"> <div class="paper-impl-cell"> <span class=" icon-wrapper icon-ion" data-name="star"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M394 480a16 16 0 0 1-9.39-3L256 383.76 127.39 477a16 16 0 0 1-24.55-18.08L153 310.35 23 221.2a16 16 0 0 1 9-29.2h160.38l48.4-148.95a16 16 0 0 1 30.44 0l48.4 149H480a16 16 0 0 1 9.05 29.2L359 310.35l50.13 148.53A16 16 0 0 1 394 480z"/></svg></span> 0 </div> </div> <div class="col-md-2"> <div class="paper-impl-cell"> <img class="" src="https://production-assets.paperswithcode.com/perf/images/frameworks/mindspore-beada7dc.png" /> </div> </div> <div class="col-md-2 text-center"> <input type="radio" name="official-pgr-radio" class="official-pgr-input official-pgr-radio radios-version-element" value="2236142" > <input type="checkbox" class="official-pgr-input official-pgr-checkbox checkboxes-version-element" value="2236142" > </div> </div> <div class="row align-items-center"> <div class="col-md-5"> <div class="paper-impl-cell"> <a href="https://github.com/MindSpore-paper-code-3/code3/tree/main/faster_rcnn_dcn" class="code-table-link"> <span class=" icon-wrapper icon-ion" data-name="logo-github"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M256 32C132.3 32 32 134.9 32 261.7c0 101.5 64.2 187.5 153.2 217.9a17.56 17.56 0 0 0 3.8.4c8.3 0 11.5-6.1 11.5-11.4 0-5.5-.2-19.9-.3-39.1a102.4 102.4 0 0 1-22.6 2.7c-43.1 0-52.9-33.5-52.9-33.5-10.2-26.5-24.9-33.6-24.9-33.6-19.5-13.7-.1-14.1 1.4-14.1h.1c22.5 2 34.3 23.8 34.3 23.8 11.2 19.6 26.2 25.1 39.6 25.1a63 63 0 0 0 25.6-6c2-14.8 7.8-24.9 14.2-30.7-49.7-5.8-102-25.5-102-113.5 0-25.1 8.7-45.6 23-61.6-2.3-5.8-10-29.2 2.2-60.8a18.64 18.64 0 0 1 5-.5c8.1 0 26.4 3.1 56.6 24.1a208.21 208.21 0 0 1 112.2 0c30.2-21 48.5-24.1 56.6-24.1a18.64 18.64 0 0 1 5 .5c12.2 31.6 4.5 55 2.2 60.8 14.3 16.1 23 36.6 23 61.6 0 88.2-52.4 107.6-102.3 113.3 8 7.1 15.2 21.1 15.2 42.5 0 30.7-.3 55.5-.3 63 0 5.4 3.1 11.5 11.4 11.5a19.35 19.35 0 0 0 4-.4C415.9 449.2 480 363.1 480 261.7 480 134.9 379.7 32 256 32z"/></svg></span> MindSpore-paper-code-3/code3 </a> </div> </div> <div class="col-md-3"> <div class="paper-impl-cell"> <span class=" icon-wrapper icon-ion" data-name="star"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M394 480a16 16 0 0 1-9.39-3L256 383.76 127.39 477a16 16 0 0 1-24.55-18.08L153 310.35 23 221.2a16 16 0 0 1 9-29.2h160.38l48.4-148.95a16 16 0 0 1 30.44 0l48.4 149H480a16 16 0 0 1 9.05 29.2L359 310.35l50.13 148.53A16 16 0 0 1 394 480z"/></svg></span> 0 </div> </div> <div class="col-md-2"> <div class="paper-impl-cell"> <img class="" src="https://production-assets.paperswithcode.com/perf/images/frameworks/mindspore-beada7dc.png" /> </div> </div> <div class="col-md-2 text-center"> <input type="radio" name="official-pgr-radio" class="official-pgr-input official-pgr-radio radios-version-element" value="2179442" > <input type="checkbox" class="official-pgr-input official-pgr-checkbox checkboxes-version-element" value="2179442" > </div> </div> <div class="row align-items-center"> <div class="col-md-5"> <div class="paper-impl-cell"> <a href="https://github.com/2023-MindSpore-1/ms-code-208" class="code-table-link"> <span class=" icon-wrapper icon-ion" data-name="logo-github"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M256 32C132.3 32 32 134.9 32 261.7c0 101.5 64.2 187.5 153.2 217.9a17.56 17.56 0 0 0 3.8.4c8.3 0 11.5-6.1 11.5-11.4 0-5.5-.2-19.9-.3-39.1a102.4 102.4 0 0 1-22.6 2.7c-43.1 0-52.9-33.5-52.9-33.5-10.2-26.5-24.9-33.6-24.9-33.6-19.5-13.7-.1-14.1 1.4-14.1h.1c22.5 2 34.3 23.8 34.3 23.8 11.2 19.6 26.2 25.1 39.6 25.1a63 63 0 0 0 25.6-6c2-14.8 7.8-24.9 14.2-30.7-49.7-5.8-102-25.5-102-113.5 0-25.1 8.7-45.6 23-61.6-2.3-5.8-10-29.2 2.2-60.8a18.64 18.64 0 0 1 5-.5c8.1 0 26.4 3.1 56.6 24.1a208.21 208.21 0 0 1 112.2 0c30.2-21 48.5-24.1 56.6-24.1a18.64 18.64 0 0 1 5 .5c12.2 31.6 4.5 55 2.2 60.8 14.3 16.1 23 36.6 23 61.6 0 88.2-52.4 107.6-102.3 113.3 8 7.1 15.2 21.1 15.2 42.5 0 30.7-.3 55.5-.3 63 0 5.4 3.1 11.5 11.4 11.5a19.35 19.35 0 0 0 4-.4C415.9 449.2 480 363.1 480 261.7 480 134.9 379.7 32 256 32z"/></svg></span> 2023-MindSpore-1/ms-code-208 </a> </div> </div> <div class="col-md-3"> <div class="paper-impl-cell"> <span class=" icon-wrapper icon-ion" data-name="star"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M394 480a16 16 0 0 1-9.39-3L256 383.76 127.39 477a16 16 0 0 1-24.55-18.08L153 310.35 23 221.2a16 16 0 0 1 9-29.2h160.38l48.4-148.95a16 16 0 0 1 30.44 0l48.4 149H480a16 16 0 0 1 9.05 29.2L359 310.35l50.13 148.53A16 16 0 0 1 394 480z"/></svg></span> 0 </div> </div> <div class="col-md-2"> <div class="paper-impl-cell"> <img class="" src="https://production-assets.paperswithcode.com/perf/images/frameworks/mindspore-beada7dc.png" /> </div> </div> <div class="col-md-2 text-center"> <input type="radio" name="official-pgr-radio" class="official-pgr-input official-pgr-radio radios-version-element" value="2134822" > <input type="checkbox" class="official-pgr-input official-pgr-checkbox checkboxes-version-element" value="2134822" > </div> </div> <div class="row align-items-center"> <div class="col-md-5"> <div class="paper-impl-cell"> <a href="https://github.com/2023-MindSpore-1/ms-code-207" class="code-table-link"> <span class=" icon-wrapper icon-ion" data-name="logo-github"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M256 32C132.3 32 32 134.9 32 261.7c0 101.5 64.2 187.5 153.2 217.9a17.56 17.56 0 0 0 3.8.4c8.3 0 11.5-6.1 11.5-11.4 0-5.5-.2-19.9-.3-39.1a102.4 102.4 0 0 1-22.6 2.7c-43.1 0-52.9-33.5-52.9-33.5-10.2-26.5-24.9-33.6-24.9-33.6-19.5-13.7-.1-14.1 1.4-14.1h.1c22.5 2 34.3 23.8 34.3 23.8 11.2 19.6 26.2 25.1 39.6 25.1a63 63 0 0 0 25.6-6c2-14.8 7.8-24.9 14.2-30.7-49.7-5.8-102-25.5-102-113.5 0-25.1 8.7-45.6 23-61.6-2.3-5.8-10-29.2 2.2-60.8a18.64 18.64 0 0 1 5-.5c8.1 0 26.4 3.1 56.6 24.1a208.21 208.21 0 0 1 112.2 0c30.2-21 48.5-24.1 56.6-24.1a18.64 18.64 0 0 1 5 .5c12.2 31.6 4.5 55 2.2 60.8 14.3 16.1 23 36.6 23 61.6 0 88.2-52.4 107.6-102.3 113.3 8 7.1 15.2 21.1 15.2 42.5 0 30.7-.3 55.5-.3 63 0 5.4 3.1 11.5 11.4 11.5a19.35 19.35 0 0 0 4-.4C415.9 449.2 480 363.1 480 261.7 480 134.9 379.7 32 256 32z"/></svg></span> 2023-MindSpore-1/ms-code-207 </a> </div> </div> <div class="col-md-3"> <div class="paper-impl-cell"> <span class=" icon-wrapper icon-ion" data-name="star"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M394 480a16 16 0 0 1-9.39-3L256 383.76 127.39 477a16 16 0 0 1-24.55-18.08L153 310.35 23 221.2a16 16 0 0 1 9-29.2h160.38l48.4-148.95a16 16 0 0 1 30.44 0l48.4 149H480a16 16 0 0 1 9.05 29.2L359 310.35l50.13 148.53A16 16 0 0 1 394 480z"/></svg></span> 0 </div> </div> <div class="col-md-2"> <div class="paper-impl-cell"> <img class="" src="https://production-assets.paperswithcode.com/perf/images/frameworks/mindspore-beada7dc.png" /> </div> </div> <div class="col-md-2 text-center"> <input type="radio" name="official-pgr-radio" class="official-pgr-input official-pgr-radio radios-version-element" value="2134613" > <input type="checkbox" class="official-pgr-input official-pgr-checkbox checkboxes-version-element" value="2134613" > </div> </div> <div class="row align-items-center"> <div class="col-md-5"> <div class="paper-impl-cell"> <a href="https://github.com/yangyucheng000/Mask-RCNN" class="code-table-link"> <span class=" icon-wrapper icon-ion" data-name="logo-github"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M256 32C132.3 32 32 134.9 32 261.7c0 101.5 64.2 187.5 153.2 217.9a17.56 17.56 0 0 0 3.8.4c8.3 0 11.5-6.1 11.5-11.4 0-5.5-.2-19.9-.3-39.1a102.4 102.4 0 0 1-22.6 2.7c-43.1 0-52.9-33.5-52.9-33.5-10.2-26.5-24.9-33.6-24.9-33.6-19.5-13.7-.1-14.1 1.4-14.1h.1c22.5 2 34.3 23.8 34.3 23.8 11.2 19.6 26.2 25.1 39.6 25.1a63 63 0 0 0 25.6-6c2-14.8 7.8-24.9 14.2-30.7-49.7-5.8-102-25.5-102-113.5 0-25.1 8.7-45.6 23-61.6-2.3-5.8-10-29.2 2.2-60.8a18.64 18.64 0 0 1 5-.5c8.1 0 26.4 3.1 56.6 24.1a208.21 208.21 0 0 1 112.2 0c30.2-21 48.5-24.1 56.6-24.1a18.64 18.64 0 0 1 5 .5c12.2 31.6 4.5 55 2.2 60.8 14.3 16.1 23 36.6 23 61.6 0 88.2-52.4 107.6-102.3 113.3 8 7.1 15.2 21.1 15.2 42.5 0 30.7-.3 55.5-.3 63 0 5.4 3.1 11.5 11.4 11.5a19.35 19.35 0 0 0 4-.4C415.9 449.2 480 363.1 480 261.7 480 134.9 379.7 32 256 32z"/></svg></span> yangyucheng000/Mask-RCNN </a> </div> </div> <div class="col-md-3"> <div class="paper-impl-cell"> <span class=" icon-wrapper icon-ion" data-name="star"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M394 480a16 16 0 0 1-9.39-3L256 383.76 127.39 477a16 16 0 0 1-24.55-18.08L153 310.35 23 221.2a16 16 0 0 1 9-29.2h160.38l48.4-148.95a16 16 0 0 1 30.44 0l48.4 149H480a16 16 0 0 1 9.05 29.2L359 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14.2-30.7-49.7-5.8-102-25.5-102-113.5 0-25.1 8.7-45.6 23-61.6-2.3-5.8-10-29.2 2.2-60.8a18.64 18.64 0 0 1 5-.5c8.1 0 26.4 3.1 56.6 24.1a208.21 208.21 0 0 1 112.2 0c30.2-21 48.5-24.1 56.6-24.1a18.64 18.64 0 0 1 5 .5c12.2 31.6 4.5 55 2.2 60.8 14.3 16.1 23 36.6 23 61.6 0 88.2-52.4 107.6-102.3 113.3 8 7.1 15.2 21.1 15.2 42.5 0 30.7-.3 55.5-.3 63 0 5.4 3.1 11.5 11.4 11.5a19.35 19.35 0 0 0 4-.4C415.9 449.2 480 363.1 480 261.7 480 134.9 379.7 32 256 32z"/></svg></span> jiajunhua/facebookresearch-Detectron </a> </div> </div> <div class="col-md-3"> <div class="paper-impl-cell"> <span class=" icon-wrapper icon-ion" data-name="star"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M394 480a16 16 0 0 1-9.39-3L256 383.76 127.39 477a16 16 0 0 1-24.55-18.08L153 310.35 23 221.2a16 16 0 0 1 9-29.2h160.38l48.4-148.95a16 16 0 0 1 30.44 0l48.4 149H480a16 16 0 0 1 9.05 29.2L359 310.35l50.13 148.53A16 16 0 0 1 394 480z"/></svg></span> 0 </div> </div> <div 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<div class="paper-impl-cell"> <img class="" src="https://production-assets.paperswithcode.com/perf/images/frameworks/caffe2-b86950a0.png" /> </div> </div> <div class="col-md-2 text-center"> <input type="radio" name="official-pgr-radio" class="official-pgr-input official-pgr-radio radios-version-element" value="36917" > <input type="checkbox" class="official-pgr-input official-pgr-checkbox checkboxes-version-element" value="36917" > </div> </div> <div class="row align-items-center"> <div class="col-md-5"> <div class="paper-impl-cell"> <a href="https://github.com/UPCLJ/py-faster-rcnn" class="code-table-link"> <span class=" icon-wrapper icon-ion" data-name="logo-github"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M256 32C132.3 32 32 134.9 32 261.7c0 101.5 64.2 187.5 153.2 217.9a17.56 17.56 0 0 0 3.8.4c8.3 0 11.5-6.1 11.5-11.4 0-5.5-.2-19.9-.3-39.1a102.4 102.4 0 0 1-22.6 2.7c-43.1 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result row</h5> <button type="button" class="close btn-close" data-bs-dismiss="modal" aria-label="Close"> <span aria-hidden="true">×</span> </button> </div> <form action="" method="post"> <div class="modal-body"> <div class="sota-table"> <table class="table-striped"> <tr> <th>TASK</th> <th>DATASET</th> <th>MODEL</th> <th>METRIC NAME</th> <th>METRIC VALUE</th> <th>GLOBAL RANK</th> <th class="text-center">EXTRA<br/>DATA </th> <th>REMOVE</th> </tr> <tr> <td> Instance Segmentation </td> <td> BDD100K val </td> <td> Mask R-CNN </td> <td> AP </td> <td> 20.5 </td> <td> # 3 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td> <form action="" method="post"> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_row_pk" value="49211"> <input type="hidden" name="remove_metric_pk" value="42230"> <button type="submit" class="btn btn-danger"> - </button> </form> </td> </tr> <tr> <td> Nuclear Segmentation </td> <td> Cell17 </td> <td> Mask R-CNN </td> <td> F1-score </td> <td> 0.8004 </td> <td> # 2 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td> <form action="" method="post"> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_row_pk" value="7578"> <input type="hidden" name="remove_metric_pk" value="1918"> <button type="submit" class="btn btn-danger"> - </button> </form> </td> </tr> <tr> <td> Nuclear Segmentation </td> <td> Cell17 </td> <td> Mask R-CNN </td> <td> Dice </td> <td> 0.707 </td> <td> # 2 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td> <form action="" method="post"> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_row_pk" value="7578"> <input type="hidden" name="remove_metric_pk" value="1919"> <button type="submit" class="btn btn-danger"> - </button> </form> </td> </tr> <tr> <td> Nuclear Segmentation </td> <td> Cell17 </td> <td> Mask R-CNN </td> <td> Hausdorff </td> <td> 12.6723 </td> <td> # 2 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td> <form action="" method="post"> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_row_pk" value="7578"> <input type="hidden" name="remove_metric_pk" value="1920"> <button type="submit" class="btn btn-danger"> - </button> </form> </td> </tr> <tr> <td> Panoptic Segmentation </td> <td> Cityscapes val </td> <td> Mask R-CNN+COCO </td> <td> PQth </td> <td> 54.0 </td> <td> # 19 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td> <form action="" method="post"> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_row_pk" value="13043"> <input type="hidden" name="remove_metric_pk" value="2028"> <button type="submit" class="btn btn-danger"> - </button> </form> </td> </tr> <tr> <td> Keypoint Detection </td> <td> COCO </td> <td> Mask R-CNN </td> <td> Validation AP </td> <td> 69.2 </td> <td> # 1 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td> <form action="" method="post"> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_row_pk" value="133627"> <input type="hidden" name="remove_metric_pk" value="69473"> <button type="submit" class="btn btn-danger"> - </button> </form> </td> </tr> <tr> <td> Keypoint Detection </td> <td> COCO </td> <td> Mask R-CNN </td> <td> Test AP </td> <td> 63.1 </td> <td> # 1 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td> <form action="" method="post"> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_row_pk" value="133627"> <input type="hidden" name="remove_metric_pk" value="77940"> <button type="submit" class="btn btn-danger"> - </button> </form> </td> </tr> <tr> <td> Real-Time Object Detection </td> <td> COCO </td> <td> Mask R-CNN X-152-32x8d </td> <td> box AP </td> <td> 45.2 </td> <td> # 1 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td> <form action="" method="post"> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_row_pk" value="133628"> <input type="hidden" name="remove_metric_pk" value="65623"> <button type="submit" class="btn btn-danger"> - </button> </form> </td> </tr> <tr> <td> Object Detection </td> <td> COCO minival </td> <td> Mask R-CNN (ResNet-101-FPN) </td> <td> box AP </td> <td> 40.0 </td> <td> # 182 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td> <form action="" method="post"> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_row_pk" value="7312"> <input type="hidden" name="remove_metric_pk" value="1886"> <button type="submit" class="btn btn-danger"> - </button> </form> </td> </tr> <tr> <td> Object Detection </td> <td> COCO minival </td> <td> Mask R-CNN (ResNeXt-101-FPN) </td> <td> box AP </td> <td> 36.7 </td> <td> # 202 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td> <form action="" method="post"> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_row_pk" value="7311"> <input type="hidden" name="remove_metric_pk" value="1886"> <button type="submit" class="btn btn-danger"> - </button> </form> </td> </tr> <tr> <td> Object Detection </td> <td> COCO minival </td> <td> Mask R-CNN (ResNeXt-101-FPN) </td> <td> AP50 </td> <td> 59.5 </td> <td> # 92 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td> <form action="" method="post"> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_row_pk" value="7311"> <input type="hidden" name="remove_metric_pk" value="1887"> <button type="submit" class="btn btn-danger"> - </button> </form> </td> </tr> <tr> <td> Object Detection </td> <td> COCO minival </td> <td> Mask R-CNN (ResNeXt-101-FPN) </td> <td> AP75 </td> <td> 38.9 </td> <td> # 103 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td> <form action="" method="post"> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_row_pk" value="7311"> <input type="hidden" name="remove_metric_pk" value="1888"> <button type="submit" class="btn btn-danger"> - </button> </form> </td> </tr> <tr> <td> Object Detection </td> <td> COCO minival </td> <td> Mask R-CNN (ResNet-50-FPN) </td> <td> box AP </td> <td> 37.7 </td> <td> # 200 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td> <form action="" method="post"> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_row_pk" value="7313"> <input type="hidden" name="remove_metric_pk" value="1886"> <button type="submit" class="btn btn-danger"> - </button> </form> </td> </tr> <tr> <td> Object Detection </td> <td> COCO-O </td> <td> Mask R-CNN (ResNet-50) </td> <td> Average mAP </td> <td> 17.1 </td> <td> # 35 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td> <form action="" method="post"> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_row_pk" value="106397"> <input type="hidden" name="remove_metric_pk" value="62274"> <button type="submit" class="btn btn-danger"> - </button> </form> </td> </tr> <tr> <td> Object Detection </td> <td> COCO-O </td> <td> Mask R-CNN (ResNet-50) </td> <td> Effective Robustness </td> <td> -0.11 </td> <td> # 37 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td> <form action="" method="post"> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_row_pk" value="133626"> <input type="hidden" name="remove_metric_pk" value="62275"> <button type="submit" class="btn btn-danger"> - </button> </form> </td> </tr> <tr> <td> Keypoint Detection </td> <td> COCO test-challenge </td> <td> Mask R-CNN* </td> <td> AR </td> <td> 75.4 </td> <td> # 5 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td> <form action="" method="post"> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_row_pk" value="13292"> <input type="hidden" name="remove_metric_pk" value="3236"> <button type="submit" class="btn btn-danger"> - </button> </form> </td> </tr> <tr> <td> Keypoint Detection </td> <td> COCO test-challenge </td> <td> Mask R-CNN* </td> <td> ARM </td> <td> 70.2 </td> <td> # 5 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td> <form action="" method="post"> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_row_pk" value="13292"> <input type="hidden" name="remove_metric_pk" value="3237"> <button type="submit" class="btn btn-danger"> - </button> </form> </td> </tr> <tr> <td> Keypoint Detection </td> <td> COCO test-challenge </td> <td> Mask R-CNN* </td> <td> AP </td> <td> 68.9 </td> <td> # 6 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td> <form action="" method="post"> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_row_pk" value="13292"> <input type="hidden" name="remove_metric_pk" value="3238"> <button type="submit" class="btn btn-danger"> - </button> </form> </td> </tr> <tr> <td> Keypoint Detection </td> <td> COCO test-challenge </td> <td> Mask R-CNN* </td> <td> AP50 </td> <td> 89.2 </td> <td> # 5 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td> <form action="" method="post"> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_row_pk" value="13292"> <input type="hidden" name="remove_metric_pk" value="3239"> <button type="submit" class="btn btn-danger"> - </button> </form> </td> </tr> <tr> <td> Keypoint Detection </td> <td> COCO test-challenge </td> <td> Mask R-CNN* </td> <td> AP75 </td> <td> 75.2 </td> <td> # 5 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td> <form action="" method="post"> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_row_pk" value="13292"> <input type="hidden" name="remove_metric_pk" value="3240"> <button type="submit" class="btn btn-danger"> - </button> </form> </td> </tr> <tr> <td> Keypoint Detection </td> <td> COCO test-challenge </td> <td> Mask R-CNN* </td> <td> APL </td> <td> 82.6 </td> <td> # 4 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td> <form action="" method="post"> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_row_pk" value="13292"> <input type="hidden" name="remove_metric_pk" value="3241"> <button type="submit" class="btn btn-danger"> - </button> </form> </td> </tr> <tr> <td> Keypoint Detection </td> <td> COCO test-challenge </td> <td> Mask R-CNN* </td> <td> AR50 </td> <td> 93.2 </td> <td> # 5 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td> <form action="" method="post"> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_row_pk" value="13292"> <input type="hidden" name="remove_metric_pk" value="3242"> <button type="submit" class="btn btn-danger"> - </button> </form> </td> </tr> <tr> <td> Keypoint Detection </td> <td> COCO test-challenge </td> <td> Mask R-CNN* </td> <td> AR75 </td> <td> 81.2 </td> <td> # 5 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td> <form action="" method="post"> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_row_pk" value="13292"> <input type="hidden" name="remove_metric_pk" value="3243"> <button type="submit" class="btn btn-danger"> - </button> </form> </td> </tr> <tr> <td> Keypoint Detection </td> <td> COCO test-challenge </td> <td> Mask R-CNN* </td> <td> ARL </td> <td> 76.8 </td> <td> # 5 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td> <form action="" method="post"> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_row_pk" value="13292"> <input type="hidden" name="remove_metric_pk" value="3244"> <button type="submit" class="btn btn-danger"> - </button> </form> </td> </tr> <tr> <td> Object Detection </td> <td> COCO test-dev </td> <td> Mask R-CNN (ResNeXt-101-FPN) </td> <td> box mAP </td> <td> 39.8 </td> <td> # 194 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="checkmark"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M416 128L192 384l-96-96"/></svg></span> </td> <td> <form action="" method="post"> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_row_pk" value="1939"> <input type="hidden" name="remove_metric_pk" value="233"> <button type="submit" class="btn btn-danger"> - </button> </form> </td> </tr> <tr> <td> Object Detection </td> <td> COCO test-dev </td> <td> Mask R-CNN (ResNeXt-101-FPN) </td> <td> AP50 </td> <td> 62.3 </td> <td> # 111 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="checkmark"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M416 128L192 384l-96-96"/></svg></span> </td> <td> <form action="" method="post"> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_row_pk" value="1939"> <input type="hidden" name="remove_metric_pk" value="1881"> <button type="submit" class="btn btn-danger"> - </button> </form> </td> </tr> <tr> <td> Object Detection </td> <td> COCO test-dev </td> <td> Mask R-CNN (ResNeXt-101-FPN) </td> <td> AP75 </td> <td> 43.4 </td> <td> # 137 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="checkmark"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M416 128L192 384l-96-96"/></svg></span> </td> <td> <form action="" method="post"> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_row_pk" value="1939"> <input type="hidden" name="remove_metric_pk" value="1882"> <button type="submit" class="btn btn-danger"> - </button> </form> </td> </tr> <tr> <td> Object Detection </td> <td> COCO test-dev </td> <td> Mask R-CNN (ResNeXt-101-FPN) </td> <td> APS </td> <td> 22.1 </td> <td> # 122 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="checkmark"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M416 128L192 384l-96-96"/></svg></span> </td> <td> <form action="" method="post"> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_row_pk" value="1939"> <input type="hidden" name="remove_metric_pk" value="1883"> <button type="submit" class="btn btn-danger"> - </button> </form> </td> </tr> <tr> <td> Object Detection </td> <td> COCO test-dev </td> <td> Mask R-CNN (ResNeXt-101-FPN) </td> <td> APM </td> <td> 43.2 </td> <td> # 124 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="checkmark"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M416 128L192 384l-96-96"/></svg></span> </td> <td> <form action="" method="post"> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_row_pk" value="1939"> <input type="hidden" name="remove_metric_pk" value="1884"> <button type="submit" class="btn btn-danger"> - </button> </form> </td> </tr> <tr> <td> Object Detection </td> <td> COCO test-dev </td> <td> Mask R-CNN (ResNeXt-101-FPN) </td> <td> APL </td> <td> 51.2 </td> <td> # 129 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="checkmark"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M416 128L192 384l-96-96"/></svg></span> </td> <td> <form action="" method="post"> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_row_pk" value="1939"> <input type="hidden" name="remove_metric_pk" value="1885"> <button type="submit" class="btn btn-danger"> - </button> </form> </td> </tr> <tr> <td> Object Detection </td> <td> COCO test-dev </td> <td> Mask R-CNN (ResNeXt-101-FPN) </td> <td> Hardware Burden </td> <td> 9G </td> <td> # 1 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="checkmark"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M416 128L192 384l-96-96"/></svg></span> </td> <td> <form action="" method="post"> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_row_pk" value="1939"> <input type="hidden" name="remove_metric_pk" value="33935"> <button type="submit" class="btn btn-danger"> - </button> </form> </td> </tr> <tr> <td> Pose Estimation </td> <td> COCO test-dev </td> <td> Mask-RCNN </td> <td> AP </td> <td> 63.1 </td> <td> # 42 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td> <form action="" method="post"> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_row_pk" value="13122"> <input type="hidden" name="remove_metric_pk" value="2195"> <button type="submit" class="btn btn-danger"> - </button> </form> </td> </tr> <tr> <td> Pose Estimation </td> <td> COCO test-dev </td> <td> Mask-RCNN </td> <td> AP50 </td> <td> 87.3 </td> <td> # 35 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td> <form action="" method="post"> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_row_pk" value="13122"> <input type="hidden" name="remove_metric_pk" value="3154"> <button type="submit" class="btn btn-danger"> - </button> </form> </td> </tr> <tr> <td> Pose Estimation </td> <td> COCO test-dev </td> <td> Mask-RCNN </td> <td> AP75 </td> <td> 68.7 </td> <td> # 39 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td> <form action="" method="post"> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_row_pk" value="13122"> <input type="hidden" name="remove_metric_pk" value="3155"> <button type="submit" class="btn btn-danger"> - </button> </form> </td> </tr> <tr> <td> Pose Estimation </td> <td> COCO test-dev </td> <td> Mask-RCNN </td> <td> APL </td> <td> 71.4 </td> <td> # 33 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td> <form action="" method="post"> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_row_pk" value="13122"> <input type="hidden" name="remove_metric_pk" value="3156"> <button type="submit" class="btn btn-danger"> - </button> </form> </td> </tr> <tr> <td> Object Detection </td> <td> COCO test-dev </td> <td> Mask R-CNN (ResNet-101-FPN) </td> <td> box mAP </td> <td> 38.2 </td> <td> # 207 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="checkmark"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M416 128L192 384l-96-96"/></svg></span> </td> <td> <form action="" method="post"> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_row_pk" value="7300"> <input type="hidden" name="remove_metric_pk" value="233"> <button type="submit" class="btn btn-danger"> - </button> </form> </td> </tr> <tr> <td> Object Detection </td> <td> COCO test-dev </td> <td> Mask R-CNN (ResNet-101-FPN) </td> <td> AP50 </td> <td> 60.3 </td> <td> # 130 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="checkmark"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M416 128L192 384l-96-96"/></svg></span> </td> <td> <form action="" method="post"> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_row_pk" value="7300"> <input type="hidden" name="remove_metric_pk" value="1881"> <button type="submit" class="btn btn-danger"> - </button> </form> </td> </tr> <tr> <td> Object Detection </td> <td> COCO test-dev </td> <td> Mask R-CNN (ResNet-101-FPN) </td> <td> AP75 </td> <td> 41.7 </td> <td> # 144 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="checkmark"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M416 128L192 384l-96-96"/></svg></span> </td> <td> <form action="" method="post"> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_row_pk" value="7300"> <input type="hidden" name="remove_metric_pk" value="1882"> <button type="submit" class="btn btn-danger"> - </button> </form> </td> </tr> <tr> <td> Object Detection </td> <td> COCO test-dev </td> <td> Mask R-CNN (ResNet-101-FPN) </td> <td> APS </td> <td> 20.1 </td> <td> # 136 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="checkmark"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M416 128L192 384l-96-96"/></svg></span> </td> <td> <form action="" method="post"> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_row_pk" value="7300"> <input type="hidden" name="remove_metric_pk" value="1883"> <button type="submit" class="btn btn-danger"> - </button> </form> </td> </tr> <tr> <td> Object Detection </td> <td> COCO test-dev </td> <td> Mask R-CNN (ResNet-101-FPN) </td> <td> APM </td> <td> 41.1 </td> <td> # 135 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="checkmark"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M416 128L192 384l-96-96"/></svg></span> </td> <td> <form action="" method="post"> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_row_pk" value="7300"> <input type="hidden" name="remove_metric_pk" value="1884"> <button type="submit" class="btn btn-danger"> - </button> </form> </td> </tr> <tr> <td> Object Detection </td> <td> COCO test-dev </td> <td> Mask R-CNN (ResNet-101-FPN) </td> <td> APL </td> <td> 50.2 </td> <td> # 138 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="checkmark"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M416 128L192 384l-96-96"/></svg></span> </td> <td> <form action="" method="post"> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_row_pk" value="7300"> <input type="hidden" name="remove_metric_pk" value="1885"> <button type="submit" class="btn btn-danger"> - </button> </form> </td> </tr> <tr> <td> Object Detection </td> <td> COCO test-dev </td> <td> Mask R-CNN (ResNet-101-FPN) </td> <td> Hardware Burden </td> <td> 9G </td> <td> # 1 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="checkmark"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M416 128L192 384l-96-96"/></svg></span> </td> <td> <form action="" method="post"> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_row_pk" value="7300"> <input type="hidden" name="remove_metric_pk" value="33935"> <button type="submit" class="btn btn-danger"> - </button> </form> </td> </tr> <tr> <td> Keypoint Detection </td> <td> COCO test-dev </td> <td> Mask R-CNN </td> <td> APL </td> <td> 71.4 </td> <td> # 13 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td> <form action="" method="post"> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_row_pk" value="13286"> <input type="hidden" name="remove_metric_pk" value="3226"> <button type="submit" class="btn btn-danger"> - </button> </form> </td> </tr> <tr> <td> Keypoint Detection </td> <td> COCO test-dev </td> <td> Mask R-CNN </td> <td> APM </td> <td> 57.8 </td> <td> # 14 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td> <form action="" method="post"> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_row_pk" value="13286"> <input type="hidden" name="remove_metric_pk" value="3227"> <button type="submit" class="btn btn-danger"> - </button> </form> </td> </tr> <tr> <td> Keypoint Detection </td> <td> COCO test-dev </td> <td> Mask R-CNN </td> <td> AP50 </td> <td> 87.3 </td> <td> # 9 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td> <form action="" method="post"> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_row_pk" value="13286"> <input type="hidden" name="remove_metric_pk" value="3228"> <button type="submit" class="btn btn-danger"> - </button> </form> </td> </tr> <tr> <td> Keypoint Detection </td> <td> COCO test-dev </td> <td> Mask R-CNN </td> <td> AP75 </td> <td> 68.7 </td> <td> # 11 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td> <form action="" method="post"> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_row_pk" value="13286"> <input type="hidden" name="remove_metric_pk" value="3229"> <button type="submit" class="btn btn-danger"> - </button> </form> </td> </tr> <tr> <td> Instance Segmentation </td> <td> COCO test-dev </td> <td> Mask R-CNN (ResNeXt-101-FPN) </td> <td> mask AP </td> <td> 37.1 </td> <td> # 92 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td> <form action="" method="post"> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_row_pk" value="1907"> <input type="hidden" name="remove_metric_pk" value="225"> <button type="submit" class="btn btn-danger"> - </button> </form> </td> </tr> <tr> <td> Instance Segmentation </td> <td> COCO test-dev </td> <td> Mask R-CNN (ResNeXt-101-FPN) </td> <td> AP50 </td> <td> 60.0 </td> <td> # 31 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td> <form action="" method="post"> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_row_pk" value="1907"> <input type="hidden" name="remove_metric_pk" value="2121"> <button type="submit" class="btn btn-danger"> - </button> </form> </td> </tr> <tr> <td> Instance Segmentation </td> <td> COCO test-dev </td> <td> Mask R-CNN (ResNeXt-101-FPN) </td> <td> AP75 </td> <td> 39.4 </td> <td> # 30 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td> <form action="" method="post"> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_row_pk" value="1907"> <input type="hidden" name="remove_metric_pk" value="2122"> <button type="submit" class="btn btn-danger"> - </button> </form> </td> </tr> <tr> <td> Instance Segmentation </td> <td> COCO test-dev </td> <td> Mask R-CNN (ResNeXt-101-FPN) </td> <td> APS </td> <td> 16.9 </td> <td> # 35 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td> <form action="" method="post"> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_row_pk" value="1907"> <input type="hidden" name="remove_metric_pk" value="2123"> <button type="submit" class="btn btn-danger"> - </button> </form> </td> </tr> <tr> <td> Instance Segmentation </td> <td> COCO test-dev </td> <td> Mask R-CNN (ResNeXt-101-FPN) </td> <td> APM </td> <td> 39.9 </td> <td> # 32 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td> <form action="" method="post"> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_row_pk" value="1907"> <input type="hidden" name="remove_metric_pk" value="2124"> <button type="submit" class="btn btn-danger"> - </button> </form> </td> </tr> <tr> <td> Instance Segmentation </td> <td> COCO test-dev </td> <td> Mask R-CNN (ResNeXt-101-FPN) </td> <td> APL </td> <td> 53.5 </td> <td> # 23 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td> <form action="" method="post"> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_row_pk" value="1907"> <input type="hidden" name="remove_metric_pk" value="2125"> <button type="submit" class="btn btn-danger"> - </button> </form> </td> </tr> <tr> <td> Multi-Person Pose Estimation </td> <td> CrowdPose </td> <td> Mask R-CNN </td> <td> mAP @0.5:0.95 </td> <td> 57.2 </td> <td> # 21 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td> <form action="" method="post"> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_row_pk" value="12737"> <input type="hidden" name="remove_metric_pk" value="1314"> <button type="submit" class="btn btn-danger"> - </button> </form> </td> </tr> <tr> <td> Multi-Person Pose Estimation </td> <td> CrowdPose </td> <td> Mask R-CNN </td> <td> AP Easy </td> <td> 69.4 </td> <td> # 17 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td> <form action="" method="post"> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_row_pk" value="12737"> <input type="hidden" name="remove_metric_pk" value="1315"> <button type="submit" class="btn btn-danger"> - </button> </form> </td> </tr> <tr> <td> Multi-Person Pose Estimation </td> <td> CrowdPose </td> <td> Mask R-CNN </td> <td> AP Medium </td> <td> 57.9 </td> <td> # 19 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td> <form action="" method="post"> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_row_pk" value="12737"> <input type="hidden" name="remove_metric_pk" value="1316"> <button type="submit" class="btn btn-danger"> - </button> </form> </td> </tr> <tr> <td> Multi-Person Pose Estimation </td> <td> CrowdPose </td> <td> Mask R-CNN </td> <td> AP Hard </td> <td> 45.8 </td> <td> # 17 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td> <form action="" method="post"> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_row_pk" value="12737"> <input type="hidden" name="remove_metric_pk" value="1317"> <button type="submit" class="btn btn-danger"> - </button> </form> </td> </tr> <tr> <td> Keypoint Estimation </td> <td> GRIT </td> <td> Mask R-CNN </td> <td> Keypoint (ablation) </td> <td> 70.8 </td> <td> # 1 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td> <form action="" method="post"> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_row_pk" value="57086"> <input type="hidden" name="remove_metric_pk" value="48186"> <button type="submit" class="btn btn-danger"> - </button> </form> </td> </tr> <tr> <td> Keypoint Estimation </td> <td> GRIT </td> <td> Mask R-CNN </td> <td> Keypoint (test) </td> <td> 70.6 </td> <td> # 1 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td> <form action="" method="post"> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_row_pk" value="57086"> <input type="hidden" name="remove_metric_pk" value="48187"> <button type="submit" class="btn btn-danger"> - </button> </form> </td> </tr> <tr> <td> Object Segmentation </td> <td> GRIT </td> <td> Mask R-CNN </td> <td> Segmentation (ablation) </td> <td> 26.2 </td> <td> # 2 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td> <form action="" method="post"> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_row_pk" value="57085"> <input type="hidden" name="remove_metric_pk" value="48184"> <button type="submit" class="btn btn-danger"> - </button> </form> </td> </tr> <tr> <td> Object Segmentation </td> <td> GRIT </td> <td> Mask R-CNN </td> <td> Segmentation (test) </td> <td> 26.2 </td> <td> # 2 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td> <form action="" method="post"> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_row_pk" value="57085"> <input type="hidden" name="remove_metric_pk" value="48185"> <button type="submit" class="btn btn-danger"> - </button> </form> </td> </tr> <tr> <td> Object Localization </td> <td> GRIT </td> <td> Mask R-CNN </td> <td> Localization (ablation) </td> <td> 44.7 </td> <td> # 3 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td> <form action="" method="post"> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_row_pk" value="57080"> <input type="hidden" name="remove_metric_pk" value="48178"> <button type="submit" class="btn btn-danger"> - </button> </form> </td> </tr> <tr> <td> Object Localization </td> <td> GRIT </td> <td> Mask R-CNN </td> <td> Localization (test) </td> <td> 45.1 </td> <td> # 3 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 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value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_row_pk" value="29319"> <input type="hidden" name="remove_metric_pk" value="18622"> <button type="submit" class="btn btn-danger"> - </button> </form> </td> </tr> <tr> <td> Instance Segmentation </td> <td> iSAID </td> <td> Mask-RCNN </td> <td> Average Precision </td> <td> 36.50 </td> <td> # 4 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td> <form action="" method="post"> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_row_pk" value="29320"> <input type="hidden" name="remove_metric_pk" value="18622"> <button type="submit" class="btn btn-danger"> - </button> </form> </td> </tr> <tr> <td> Object Detection </td> <td> iSAID </td> <td> Mask-RCNN </td> <td> Average Precision </td> <td> 36.50 </td> <td> # 5 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td> <form action="" method="post"> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_row_pk" value="29314"> <input type="hidden" name="remove_metric_pk" value="18621"> <button type="submit" class="btn btn-danger"> - </button> </form> </td> </tr> <tr> <td> Object Detection </td> <td> iSAID </td> <td> Mask-RCNN+ </td> <td> Average Precision </td> <td> 37.18 </td> <td> # 4 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td> <form action="" method="post"> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_row_pk" value="29315"> <input type="hidden" name="remove_metric_pk" value="18621"> <button type="submit" class="btn btn-danger"> - </button> </form> </td> </tr> <tr> <td> Multi-tissue Nucleus Segmentation </td> <td> Kumar </td> <td> Mask R-CNN (e) </td> <td> Dice </td> <td> 0.760 </td> <td> # 17 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td> <form action="" method="post"> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_row_pk" value="16716"> <input type="hidden" name="remove_metric_pk" value="5207"> <button type="submit" class="btn btn-danger"> - </button> </form> </td> </tr> <tr> <td> Multi-tissue Nucleus Segmentation </td> <td> Kumar </td> <td> Mask R-CNN (e) </td> <td> Hausdorff Distance (mm) </td> <td> 50.9 </td> <td> # 12 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td> <form action="" method="post"> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_row_pk" value="16716"> <input type="hidden" name="remove_metric_pk" value="5208"> <button type="submit" class="btn btn-danger"> - </button> </form> </td> </tr> <tr> <td> Multi-Human Parsing </td> <td> MHP v1.0 </td> <td> Mask R-CNN </td> <td> AP 0.5 </td> <td> 52.68% </td> <td> # 2 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td> <form action="" method="post"> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_row_pk" value="3537"> <input type="hidden" name="remove_metric_pk" value="660"> <button type="submit" class="btn btn-danger"> - </button> </form> </td> </tr> <tr> <td> Multi-Human Parsing </td> <td> MHP v2.0 </td> <td> Mask R-CNN </td> <td> AP 0.5 </td> <td> 14.9 </td> <td> # 5 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td> <form action="" method="post"> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_row_pk" value="3535"> <input type="hidden" name="remove_metric_pk" value="659"> <button type="submit" class="btn btn-danger"> - </button> </form> </td> </tr> <tr> <td> Multi-Person Pose Estimation </td> <td> OCHuman </td> <td> Mask R-CNN </td> <td> Validation AP </td> <td> 20.2 </td> <td> # 7 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td> <form action="" method="post"> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_row_pk" value="58458"> <input type="hidden" name="remove_metric_pk" value="48555"> <button type="submit" class="btn btn-danger"> - </button> </form> </td> </tr> <tr> <td> Multi-Person Pose Estimation </td> <td> OCHuman </td> <td> Mask R-CNN </td> <td> AP50 </td> <td> 33.2 </td> <td> # 8 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td> <form action="" method="post"> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_row_pk" value="58458"> <input type="hidden" name="remove_metric_pk" value="48571"> <button type="submit" class="btn btn-danger"> - </button> </form> </td> </tr> <tr> <td> Multi-Person Pose Estimation </td> <td> OCHuman </td> <td> Mask R-CNN </td> <td> AP75 </td> <td> 24.5 </td> <td> # 8 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td> <form action="" method="post"> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_row_pk" value="58458"> <input type="hidden" name="remove_metric_pk" value="48572"> <button type="submit" class="btn btn-danger"> - </button> </form> </td> </tr> </table> </div> </div> </form> </div> </div> </div>  <div class="modal fade" id="addTask" role="dialog" aria-labelledby="addTaskLabel" aria-hidden="true"> <div class="modal-dialog" role="document"> <div class="modal-content"> <div class="modal-header"> <h5 class="modal-title" id="addTaskLabel">Add a task</h5> <button type="button" class="close btn-close" data-bs-dismiss="modal" aria-label="Close"> <span aria-hidden="true">×</span> </button> </div> <div class="modal-body"> <div class="current-tasks-title">Attached tasks:</div> <ul class="list-unstyled"> <li> <a href="/task/3d-instance-segmentation-1"> <span class="badge badge-primary">3D INSTANCE SEGMENTATION</span> </a> </li> </ul> <ul class="list-unstyled"> <li> <a href="/task/human-part-segmentation"> <span class="badge badge-primary">HUMAN PART SEGMENTATION</span> </a> </li> </ul> <ul class="list-unstyled"> <li> <a href="/task/instance-segmentation"> <span class="badge badge-primary">INSTANCE SEGMENTATION</span> </a> </li> </ul> <ul class="list-unstyled"> <li> <a href="/task/keypoint-detection"> <span class="badge badge-primary">KEYPOINT DETECTION</span> </a> </li> </ul> <ul class="list-unstyled"> <li> <a href="/task/keypoint-estimation"> <span class="badge badge-primary">KEYPOINT ESTIMATION</span> </a> </li> </ul> <ul class="list-unstyled"> <li> <a href="/task/multi-human-parsing"> <span class="badge badge-primary">MULTI-HUMAN PARSING</span> </a> </li> </ul> <ul class="list-unstyled"> <li> <a 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class=""> <select name="task" class="modelselect2 form-control" id="id_task" data-autocomplete-light-language="en" data-autocomplete-light-url="/task-autocomplete/" data-autocomplete-light-function="select2"> <option value="" selected>---------</option> </select> </div> </div> <div class="modal-help-text"> Not in the list?<br/> <a href="#" id="new-task-form-toggle"> <span class=" icon-wrapper icon-ion" data-name="add"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M256 112v288m144-144H112"/></svg></span> Create a new task</a>. </div> <div id="new-task-form" style="display: none"> <div id="div_id_new_task_name" class="form-group"> <label for="id_new_task_name" class=""> New task name: </label> <div class=""> <input type="text" name="new_task_name" maxlength="200" class="textinput textInput form-control" id="id_new_task_name"> </div> </div> <div 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id="removeTaskLabel">Remove a task</h5> <button type="button" class="close btn-close" data-bs-dismiss="modal" aria-label="Close"> <span aria-hidden="true">×</span> </button> </div> <form action="" method="post"> <div class="modal-body"> <ul class="list-unstyled paper-tasks"> <form action="" method="post"> <li> <a href="/task/3d-instance-segmentation-1"> <span class="badge badge-primary"> <img src="https://production-media.paperswithcode.com/thumbnails/task/task-0000001552-84fa2f57.jpg"> <span>3D Instance Segmentation</span> </span> </a> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_task_pk" value="1552"> <button type="submit" class="btn btn-danger" style="width:2.5em">- </button> </li> </form> </ul> <ul class="list-unstyled paper-tasks"> <form action="" method="post"> <li> <a href="/task/human-part-segmentation"> <span class="badge badge-primary"> <img src="https://production-media.paperswithcode.com/tasks/default.gif"> <span>Human Part Segmentation</span> </span> </a> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_task_pk" value="874"> <button type="submit" class="btn btn-danger" style="width:2.5em">- </button> </li> </form> </ul> <ul class="list-unstyled paper-tasks"> <form action="" method="post"> <li> <a href="/task/instance-segmentation"> <span class="badge badge-primary"> <img src="https://production-media.paperswithcode.com/thumbnails/task/task-0000000003-d945c034_vTlkCrf.jpg"> <span>Instance Segmentation</span> </span> </a> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_task_pk" value="3"> <button type="submit" class="btn btn-danger" style="width:2.5em">- </button> </li> </form> </ul> <ul class="list-unstyled paper-tasks"> <form action="" method="post"> <li> <a href="/task/keypoint-detection"> <span class="badge badge-primary"> <img src="https://production-media.paperswithcode.com/thumbnails/task/3ac2557f-8bc4-4d21-a65f-d5dfd1f4f11a.jpg"> <span>Keypoint Detection</span> </span> </a> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_task_pk" value="960"> <button type="submit" class="btn btn-danger" style="width:2.5em">- </button> </li> </form> </ul> <ul class="list-unstyled paper-tasks"> <form action="" method="post"> <li> <a href="/task/keypoint-estimation"> <span class="badge badge-primary"> <img src="https://production-media.paperswithcode.com/tasks/default.gif"> <span>Keypoint Estimation</span> </span> </a> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_task_pk" value="3766"> <button type="submit" class="btn btn-danger" style="width:2.5em">- </button> </li> </form> </ul> <ul class="list-unstyled paper-tasks"> <form action="" method="post"> <li> <a href="/task/multi-human-parsing"> <span class="badge badge-primary"> <img src="https://production-media.paperswithcode.com/thumbnails/task/task-0000001230-7da02f47.jpg"> <span>Multi-Human Parsing</span> </span> </a> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_task_pk" value="1230"> <button type="submit" class="btn btn-danger" style="width:2.5em">- </button> </li> </form> </ul> <ul class="list-unstyled paper-tasks"> <form action="" method="post"> <li> <a href="/task/multi-person-pose-estimation"> <span class="badge badge-primary"> <img src="https://production-media.paperswithcode.com/thumbnails/task/task-0000000683-1f54f214_6Wkm190.jpg"> <span>Multi-Person Pose Estimation</span> </span> </a> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_task_pk" value="683"> <button type="submit" class="btn btn-danger" style="width:2.5em">- </button> </li> </form> </ul> <ul class="list-unstyled paper-tasks"> <form action="" method="post"> <li> <a href="/task/multi-tissue-nucleus-segmentation"> <span class="badge badge-primary"> <img src="https://production-media.paperswithcode.com/tasks/default.gif"> <span>Multi-tissue Nucleus Segmentation</span> </span> </a> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_task_pk" value="2018"> <button type="submit" class="btn btn-danger" style="width:2.5em">- </button> </li> </form> </ul> <ul class="list-unstyled paper-tasks"> <form action="" method="post"> <li> <a href="/task/nuclear-segmentation"> <span class="badge badge-primary"> <img 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style="width:2.5em">- </button> </li> </form> </ul> <ul class="list-unstyled paper-tasks"> <form action="" method="post"> <li> <a href="/task/object-segmentation"> <span class="badge badge-primary"> <img src="https://production-media.paperswithcode.com/tasks/default.gif"> <span>Object Segmentation</span> </span> </a> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_task_pk" value="2215"> <button type="submit" class="btn btn-danger" style="width:2.5em">- </button> </li> </form> </ul> <ul class="list-unstyled paper-tasks"> <form action="" method="post"> <li> <a href="/task/panoptic-segmentation"> <span class="badge badge-primary"> <img src="https://production-media.paperswithcode.com/thumbnails/task/task-0000000895-b36c6778.jpg"> <span>Panoptic Segmentation</span> </span> </a> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_task_pk" value="895"> <button type="submit" class="btn btn-danger" style="width:2.5em">- </button> </li> </form> </ul> <ul class="list-unstyled paper-tasks"> <form action="" method="post"> <li> <a href="/task/pose-estimation"> <span class="badge badge-primary"> <img src="https://production-media.paperswithcode.com/thumbnails/task/486329f2-4c5f-46f4-8e33-35c4e257626c.jpg"> <span>Pose Estimation</span> </span> </a> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_task_pk" value="772"> <button type="submit" class="btn btn-danger" style="width:2.5em">- </button> </li> </form> </ul> <ul class="list-unstyled paper-tasks"> <form action="" method="post"> <li> <a href="/task/real-time-object-detection"> <span class="badge badge-primary"> <img src="https://production-media.paperswithcode.com/thumbnails/task/task-0000000741-47d0617a.jpg"> <span>Real-Time Object Detection</span> </span> </a> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_task_pk" value="741"> <button type="submit" class="btn btn-danger" style="width:2.5em">- </button> </li> </form> </ul> <ul class="list-unstyled paper-tasks"> <form action="" method="post"> <li> <a href="/task/segmentation"> <span class="badge badge-primary"> <img src="https://production-media.paperswithcode.com/tasks/default.gif"> <span>Segmentation</span> </span> </a> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_task_pk" value="5251"> <button type="submit" class="btn btn-danger" style="width:2.5em">- </button> </li> </form> </ul> <ul class="list-unstyled paper-tasks"> <form action="" method="post"> <li> <a href="/task/semantic-segmentation"> <span class="badge badge-primary"> <img src="https://production-media.paperswithcode.com/thumbnails/task/0d834282-fd21-4e57-be69-d5c2ed538690.jpg"> <span>Semantic Segmentation</span> </span> </a> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_task_pk" value="885"> <button type="submit" class="btn btn-danger" style="width:2.5em">- </button> </li> </form> </ul> </div> </form> </div> </div> </div>  <div class="modal fade" id="addMethod" role="dialog" aria-labelledby="addMethodLabel" aria-hidden="true"> <div class="modal-dialog" role="document"> <div class="modal-content"> <div class="modal-header"> <h5 class="modal-title" id="addMethodLabel">Add a method</h5> <button type="button" class="close btn-close" data-bs-dismiss="modal" aria-label="Close"> <span aria-hidden="true">×</span> </button> </div> <div class="modal-body"> <div class="current-methods-title">Attached methods:</div> <ul class="list-unstyled"> <li> <a href="/method/1x1-convolution"> <span class="badge badge-primary">1X1 CONVOLUTION</span> </a> </li> </ul> <ul class="list-unstyled"> <li> <a href="/method/average-pooling"> <span class="badge badge-primary">AVERAGE POOLING</span> </a> </li> </ul> <ul class="list-unstyled"> <li> <a href="/method/batch-normalization"> <span class="badge badge-primary">BATCH NORMALIZATION</span> </a> </li> </ul> <ul class="list-unstyled"> <li> <a href="/method/bottleneck-residual-block"> <span class="badge badge-primary">BOTTLENECK RESIDUAL BLOCK</span> </a> </li> </ul> <ul class="list-unstyled"> <li> <a href="/method/convolution"> <span class="badge badge-primary">CONVOLUTION</span> </a> </li> </ul> <ul class="list-unstyled"> <li> <a href="/method/global-average-pooling"> <span class="badge badge-primary">GLOBAL AVERAGE POOLING</span> </a> </li> </ul> <ul class="list-unstyled"> <li> <a href="/method/grouped-convolution"> <span class="badge badge-primary">GROUPED CONVOLUTION</span> </a> </li> </ul> <ul class="list-unstyled"> <li> <a href="/method/he-initialization"> <span class="badge badge-primary">KAIMING INITIALIZATION</span> </a> </li> </ul> <ul class="list-unstyled"> <li> <a href="/method/mask-r-cnn"> <span class="badge badge-primary">MASK R-CNN</span> </a> </li> </ul> <ul class="list-unstyled"> <li> <a href="/method/max-pooling"> <span class="badge badge-primary">MAX POOLING</span> </a> </li> </ul> <ul class="list-unstyled"> <li> <a href="/method/relu"> <span class="badge badge-primary">RELU</span> </a> </li> </ul> <ul class="list-unstyled"> <li> <a href="/method/residual-block"> <span class="badge badge-primary">RESIDUAL BLOCK</span> </a> </li> </ul> <ul class="list-unstyled"> <li> <a href="/method/residual-connection"> <span class="badge badge-primary">RESIDUAL CONNECTION</span> </a> </li> </ul> <ul class="list-unstyled"> <li> <a href="/method/resnet"> <span class="badge badge-primary">RESNET</span> </a> </li> </ul> <ul class="list-unstyled"> <li> <a href="/method/resnext"> <span class="badge badge-primary">RESNEXT</span> </a> </li> </ul> <ul class="list-unstyled"> <li> <a href="/method/resnext-block"> <span class="badge badge-primary">RESNEXT BLOCK</span> </a> </li> </ul> <ul class="list-unstyled"> <li> <a href="/method/roi-align"> <span class="badge badge-primary">ROIALIGN</span> </a> </li> </ul> <ul class="list-unstyled"> <li> <a href="/method/rpn"> <span class="badge badge-primary">RPN</span> </a> </li> </ul> <ul class="list-unstyled"> <li> <a href="/method/softmax"> <span class="badge badge-primary">SOFTMAX</span> </a> </li> </ul> <form action="" method="post"> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <div id="div_id_method" class="form-group"> <label for="id_method" class=""> Add: </label> <div class=""> <select name="method" class="modelselect2 form-control" id="id_method" data-autocomplete-light-language="en" data-autocomplete-light-url="/method-autocomplete/" data-autocomplete-light-function="select2"> <option value="" selected>---------</option> </select> </div> </div> <div class="modal-help-text"> Not in the list?<br/> <a href="#" id="new-method-form-toggle"> <span class=" icon-wrapper icon-ion" data-name="add"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M256 112v288m144-144H112"/></svg></span> Create a new method</a>. </div> <div id="new-method-form" style="display: none"> <div id="div_id_new_method_name" class="form-group"> <label for="id_new_method_name" class=""> <b>New method name</b> (e.g. ReLU): </label> <div class=""> <input type="text" name="new_method_name" maxlength="200" minlength="2" class="textinput textInput form-control" id="id_new_method_name"> </div> </div> <div id="div_id_new_method_full_name" class="form-group"> <label for="id_new_method_full_name" class=""> <b>New method full name</b> (e.g. Rectified Linear Unit): </label> <div class=""> <input type="text" name="new_method_full_name" maxlength="200" minlength="2" class="textinput textInput form-control" id="id_new_method_full_name"> </div> </div> <div id="div_id_new_method_paper" class="form-group"> <label for="id_new_method_paper" class=""> <b>Paper where method was first introduced</b>: </label> <div class=""> <select name="new_method_paper" class="modelselect2 form-control" id="id_new_method_paper" data-autocomplete-light-language="en" data-autocomplete-light-url="/paper-autocomplete/" data-autocomplete-light-function="select2"> <option value="" selected>---------</option> </select> </div> </div> <div id="div_id_new_method_collection" class="form-group"> <label for="id_new_method_collection" class=""> <b>Method category</b> (e.g. Activation Functions): <i>If no match, add something for now then you can add a new category afterwards.</i> </label> <div class=""> <select name="new_method_collection" class="modelselect2 form-control" id="id_new_method_collection" data-autocomplete-light-language="en" data-autocomplete-light-url="/method-collection-autocomplete/" data-autocomplete-light-function="select2"> <option value="" selected>---------</option> </select> </div> </div> <div id="div_id_new_method_desc" class="form-group"> <label for="id_new_method_desc" class=""> <b>Markdown description</b> (optional; $\LaTeX$ enabled): <i>You can edit this later, so feel free to start with something succinct.</i> </label> <div class=""> <textarea name="new_method_desc" cols="40" rows="10" class="textarea form-control" id="id_new_method_desc"> </textarea> </div> </div> </div> <div class="modal-footer"> <button type="submit" class="btn btn-primary"> Submit </button> </div> </form> </div> </div> </div> </div>  <div class="modal fade" id="removeMethod" tabindex="-1" role="dialog" aria-labelledby="removeMethodLabel" aria-hidden="true"> <div class="modal-dialog" role="document"> <div class="modal-content"> <div class="modal-header"> <h5 class="modal-title" id="removeMethodLabel">Remove a method</h5> <button type="button" class="close btn-close" data-bs-dismiss="modal" aria-label="Close"> <span aria-hidden="true">×</span> </button> </div> <form action="" method="post"> <div class="modal-body"> <ul class="list-unstyled"> <form action="" method="post"> <li> <a href="/method/1x1-convolution"> <span class="badge badge-primary">1X1 CONVOLUTION</span> </a> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_method_pk" value="137"> <button type="submit" class="btn btn-danger" style="width:2.5em">- </button> </li> </form> </ul> <ul class="list-unstyled"> <form action="" method="post"> <li> <a href="/method/average-pooling"> <span class="badge badge-primary">AVERAGE POOLING</span> </a> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_method_pk" value="305"> <button type="submit" class="btn btn-danger" style="width:2.5em">- </button> </li> </form> </ul> <ul class="list-unstyled"> <form action="" method="post"> <li> <a href="/method/batch-normalization"> <span class="badge badge-primary">BATCH NORMALIZATION</span> </a> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_method_pk" value="427"> <button type="submit" class="btn btn-danger" style="width:2.5em">- </button> </li> </form> </ul> <ul class="list-unstyled"> <form action="" method="post"> <li> <a href="/method/bottleneck-residual-block"> <span class="badge badge-primary">BOTTLENECK RESIDUAL BLOCK</span> </a> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_method_pk" value="511"> <button type="submit" class="btn btn-danger" style="width:2.5em">- </button> </li> </form> </ul> <ul class="list-unstyled"> <form action="" method="post"> <li> <a href="/method/convolution"> <span class="badge badge-primary">CONVOLUTION</span> </a> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_method_pk" value="315"> <button type="submit" class="btn btn-danger" style="width:2.5em">- </button> </li> </form> </ul> <ul class="list-unstyled"> <form action="" method="post"> <li> <a href="/method/global-average-pooling"> <span class="badge badge-primary">GLOBAL AVERAGE POOLING</span> </a> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_method_pk" value="34"> <button type="submit" class="btn btn-danger" style="width:2.5em">- </button> </li> </form> </ul> <ul class="list-unstyled"> <form action="" method="post"> <li> <a href="/method/grouped-convolution"> <span class="badge badge-primary">GROUPED CONVOLUTION</span> </a> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_method_pk" value="156"> <button type="submit" class="btn btn-danger" style="width:2.5em">- </button> </li> </form> </ul> <ul class="list-unstyled"> <form action="" method="post"> <li> <a href="/method/he-initialization"> <span class="badge badge-primary">KAIMING INITIALIZATION</span> </a> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_method_pk" value="326"> <button type="submit" class="btn btn-danger" style="width:2.5em">- </button> </li> </form> </ul> <ul class="list-unstyled"> <form action="" method="post"> <li> <a href="/method/mask-r-cnn"> <span class="badge badge-primary">MASK R-CNN</span> </a> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_method_pk" value="345"> <button type="submit" class="btn btn-danger" style="width:2.5em">- </button> </li> </form> </ul> <ul class="list-unstyled"> <form action="" method="post"> <li> <a href="/method/max-pooling"> <span class="badge badge-primary">MAX POOLING</span> </a> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_method_pk" value="489"> <button type="submit" class="btn btn-danger" style="width:2.5em">- </button> </li> </form> </ul> <ul class="list-unstyled"> <form action="" method="post"> <li> <a href="/method/relu"> <span class="badge badge-primary">RELU</span> </a> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_method_pk" value="515"> <button type="submit" class="btn btn-danger" style="width:2.5em">- </button> </li> </form> </ul> <ul class="list-unstyled"> <form action="" method="post"> <li> <a href="/method/residual-block"> <span class="badge badge-primary">RESIDUAL BLOCK</span> </a> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_method_pk" value="482"> <button type="submit" class="btn btn-danger" style="width:2.5em">- </button> </li> </form> </ul> <ul class="list-unstyled"> <form action="" method="post"> <li> <a href="/method/residual-connection"> <span class="badge badge-primary">RESIDUAL CONNECTION</span> </a> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_method_pk" value="9"> <button type="submit" class="btn btn-danger" style="width:2.5em">- </button> </li> </form> </ul> <ul class="list-unstyled"> <form action="" method="post"> <li> <a href="/method/resnet"> <span class="badge badge-primary">RESNET</span> </a> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_method_pk" value="429"> <button type="submit" class="btn btn-danger" style="width:2.5em">- </button> </li> </form> </ul> <ul class="list-unstyled"> <form action="" method="post"> <li> <a href="/method/resnext"> <span class="badge badge-primary">RESNEXT</span> </a> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_method_pk" value="173"> <button type="submit" class="btn btn-danger" style="width:2.5em">- </button> </li> </form> </ul> <ul class="list-unstyled"> <form action="" method="post"> <li> <a href="/method/resnext-block"> <span class="badge badge-primary">RESNEXT BLOCK</span> </a> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_method_pk" value="263"> <button type="submit" class="btn btn-danger" style="width:2.5em">- </button> </li> </form> </ul> <ul class="list-unstyled"> <form action="" method="post"> <li> <a href="/method/roi-align"> <span class="badge badge-primary">ROIALIGN</span> </a> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_method_pk" value="484"> <button type="submit" class="btn btn-danger" style="width:2.5em">- </button> </li> </form> </ul> <ul class="list-unstyled"> <form action="" method="post"> <li> <a href="/method/rpn"> <span class="badge badge-primary">RPN</span> </a> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_method_pk" value="54"> <button type="submit" class="btn btn-danger" style="width:2.5em">- </button> </li> </form> </ul> <ul class="list-unstyled"> <form action="" method="post"> <li> <a href="/method/softmax"> <span class="badge badge-primary">SOFTMAX</span> </a> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <input type="hidden" name="remove_method_pk" value="537"> <button type="submit" class="btn btn-danger" style="width:2.5em">- </button> </li> </form> </ul> </div> </form> </div> </div> </div>  <div class="modal fade" id="badgeModal" tabindex="-1" role="dialog" aria-labelledby="badgeModalLabel" aria-hidden="true" > <div class="modal-dialog modal-lg" role="document"> <div class="modal-content modal-badge"> <div class="row"> <div class="col-md-12 paper-evaluation-section-title"> <div class="paper-section-title"> <div class="row"> <div class="col-md-12 zero-padding"> <h1>🦡 Badges</h1> <hr/> </div> </div> </div> </div> </div> <div class="paper-evaluation-section" id="badges"> <div class="row"> <div class="col-md-12"> <p> Include the markdown at the top of your GitHub <code>README.md</code> file to showcase the performance of the model. </p> <p> Badges are live and will be dynamically updated with the latest ranking of this paper. </p> <div class="sota-table badge-table"> <table class="table-striped"> <tr> <th> <span class=" icon-wrapper icon-ion" data-name="logo-github"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M256 32C132.3 32 32 134.9 32 261.7c0 101.5 64.2 187.5 153.2 217.9a17.56 17.56 0 0 0 3.8.4c8.3 0 11.5-6.1 11.5-11.4 0-5.5-.2-19.9-.3-39.1a102.4 102.4 0 0 1-22.6 2.7c-43.1 0-52.9-33.5-52.9-33.5-10.2-26.5-24.9-33.6-24.9-33.6-19.5-13.7-.1-14.1 1.4-14.1h.1c22.5 2 34.3 23.8 34.3 23.8 11.2 19.6 26.2 25.1 39.6 25.1a63 63 0 0 0 25.6-6c2-14.8 7.8-24.9 14.2-30.7-49.7-5.8-102-25.5-102-113.5 0-25.1 8.7-45.6 23-61.6-2.3-5.8-10-29.2 2.2-60.8a18.64 18.64 0 0 1 5-.5c8.1 0 26.4 3.1 56.6 24.1a208.21 208.21 0 0 1 112.2 0c30.2-21 48.5-24.1 56.6-24.1a18.64 18.64 0 0 1 5 .5c12.2 31.6 4.5 55 2.2 60.8 14.3 16.1 23 36.6 23 61.6 0 88.2-52.4 107.6-102.3 113.3 8 7.1 15.2 21.1 15.2 42.5 0 30.7-.3 55.5-.3 63 0 5.4 3.1 11.5 11.4 11.5a19.35 19.35 0 0 0 4-.4C415.9 449.2 480 363.1 480 261.7 480 134.9 379.7 32 256 32z"/></svg></span> Badge </th> <th style="width: 50%">Markdown </th> </tr> <tr> <td> <img src="https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/mask-r-cnn/keypoint-detection-on-coco-1" /> </td> <td> <code>[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/mask-r-cnn/keypoint-detection-on-coco-1)](https://paperswithcode.com/sota/keypoint-detection-on-coco-1?p=mask-r-cnn)</code> </td> </tr> <tr> <td> <img src="https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/mask-r-cnn/real-time-object-detection-on-coco-1" /> </td> <td> <code>[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/mask-r-cnn/real-time-object-detection-on-coco-1)](https://paperswithcode.com/sota/real-time-object-detection-on-coco-1?p=mask-r-cnn)</code> </td> </tr> <tr> <td> <img src="https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/mask-r-cnn/keypoint-estimation-on-grit" /> </td> <td> <code>[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/mask-r-cnn/keypoint-estimation-on-grit)](https://paperswithcode.com/sota/keypoint-estimation-on-grit?p=mask-r-cnn)</code> </td> </tr> <tr> <td> <img src="https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/mask-r-cnn/nuclear-segmentation-on-cell17" /> </td> <td> <code>[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/mask-r-cnn/nuclear-segmentation-on-cell17)](https://paperswithcode.com/sota/nuclear-segmentation-on-cell17?p=mask-r-cnn)</code> </td> </tr> <tr> <td> <img src="https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/mask-r-cnn/object-segmentation-on-grit" /> </td> <td> <code>[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/mask-r-cnn/object-segmentation-on-grit)](https://paperswithcode.com/sota/object-segmentation-on-grit?p=mask-r-cnn)</code> </td> </tr> <tr> <td> <img src="https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/mask-r-cnn/multi-human-parsing-on-mhp-v10" /> </td> <td> <code>[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/mask-r-cnn/multi-human-parsing-on-mhp-v10)](https://paperswithcode.com/sota/multi-human-parsing-on-mhp-v10?p=mask-r-cnn)</code> </td> </tr> <tr> <td> <img src="https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/mask-r-cnn/instance-segmentation-on-bdd100k-val" /> </td> <td> <code>[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/mask-r-cnn/instance-segmentation-on-bdd100k-val)](https://paperswithcode.com/sota/instance-segmentation-on-bdd100k-val?p=mask-r-cnn)</code> </td> </tr> <tr> <td> <img src="https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/mask-r-cnn/object-localization-on-grit" /> </td> <td> <code>[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/mask-r-cnn/object-localization-on-grit)](https://paperswithcode.com/sota/object-localization-on-grit?p=mask-r-cnn)</code> </td> </tr> <tr> <td> <img src="https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/mask-r-cnn/instance-segmentation-on-isaid" /> </td> <td> <code>[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/mask-r-cnn/instance-segmentation-on-isaid)](https://paperswithcode.com/sota/instance-segmentation-on-isaid?p=mask-r-cnn)</code> </td> </tr> <tr> <td> <img src="https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/mask-r-cnn/object-detection-on-isaid" /> </td> <td> <code>[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/mask-r-cnn/object-detection-on-isaid)](https://paperswithcode.com/sota/object-detection-on-isaid?p=mask-r-cnn)</code> </td> </tr> <tr> <td> <img src="https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/mask-r-cnn/keypoint-detection-on-coco-test-challenge" /> </td> <td> <code>[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/mask-r-cnn/keypoint-detection-on-coco-test-challenge)](https://paperswithcode.com/sota/keypoint-detection-on-coco-test-challenge?p=mask-r-cnn)</code> </td> </tr> <tr> <td> <img src="https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/mask-r-cnn/multi-human-parsing-on-mhp-v20" /> </td> <td> <code>[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/mask-r-cnn/multi-human-parsing-on-mhp-v20)](https://paperswithcode.com/sota/multi-human-parsing-on-mhp-v20?p=mask-r-cnn)</code> </td> </tr> <tr> <td> <img src="https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/mask-r-cnn/multi-person-pose-estimation-on-ochuman" /> </td> <td> <code>[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/mask-r-cnn/multi-person-pose-estimation-on-ochuman)](https://paperswithcode.com/sota/multi-person-pose-estimation-on-ochuman?p=mask-r-cnn)</code> </td> </tr> <tr> <td> <img src="https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/mask-r-cnn/keypoint-detection-on-coco-test-dev" /> </td> <td> <code>[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/mask-r-cnn/keypoint-detection-on-coco-test-dev)](https://paperswithcode.com/sota/keypoint-detection-on-coco-test-dev?p=mask-r-cnn)</code> </td> </tr> <tr> <td> <img src="https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/mask-r-cnn/multi-tissue-nucleus-segmentation-on-kumar" /> </td> <td> <code>[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/mask-r-cnn/multi-tissue-nucleus-segmentation-on-kumar)](https://paperswithcode.com/sota/multi-tissue-nucleus-segmentation-on-kumar?p=mask-r-cnn)</code> </td> </tr> <tr> <td> <img src="https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/mask-r-cnn/panoptic-segmentation-on-cityscapes-val" /> </td> <td> <code>[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/mask-r-cnn/panoptic-segmentation-on-cityscapes-val)](https://paperswithcode.com/sota/panoptic-segmentation-on-cityscapes-val?p=mask-r-cnn)</code> </td> </tr> <tr> <td> <img src="https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/mask-r-cnn/multi-person-pose-estimation-on-crowdpose" /> </td> <td> <code>[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/mask-r-cnn/multi-person-pose-estimation-on-crowdpose)](https://paperswithcode.com/sota/multi-person-pose-estimation-on-crowdpose?p=mask-r-cnn)</code> </td> </tr> <tr> <td> <img src="https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/mask-r-cnn/object-detection-on-coco-o" /> </td> <td> <code>[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/mask-r-cnn/object-detection-on-coco-o)](https://paperswithcode.com/sota/object-detection-on-coco-o?p=mask-r-cnn)</code> </td> </tr> <tr> <td> <img src="https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/mask-r-cnn/pose-estimation-on-coco-test-dev" /> </td> <td> <code>[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/mask-r-cnn/pose-estimation-on-coco-test-dev)](https://paperswithcode.com/sota/pose-estimation-on-coco-test-dev?p=mask-r-cnn)</code> </td> </tr> <tr> <td> <img src="https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/mask-r-cnn/instance-segmentation-on-coco" /> </td> <td> <code>[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/mask-r-cnn/instance-segmentation-on-coco)](https://paperswithcode.com/sota/instance-segmentation-on-coco?p=mask-r-cnn)</code> </td> </tr> <tr> <td> <img src="https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/mask-r-cnn/object-detection-on-coco-minival" /> </td> <td> <code>[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/mask-r-cnn/object-detection-on-coco-minival)](https://paperswithcode.com/sota/object-detection-on-coco-minival?p=mask-r-cnn)</code> </td> </tr> <tr> <td> <img src="https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/mask-r-cnn/object-detection-on-coco" /> </td> <td> <code>[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/mask-r-cnn/object-detection-on-coco)](https://paperswithcode.com/sota/object-detection-on-coco?p=mask-r-cnn)</code> </td> </tr> </table> </div> </div> </div> </div> </div> </div> </div>  <div class="modal fade" id="editDatasets" role="dialog" aria-labelledby="editDatasetsLabel" aria-hidden="true"> <div class="modal-dialog" role="document"> <div class="modal-content"> <div class="modal-header"> <h5 class="modal-title" id="editDatasetsLabel">Edit Datasets</h5> <button type="button" class="close btn-close" data-bs-dismiss="modal" aria-label="Close"> <span aria-hidden="true">×</span> </button> </div> <form action="" method="post"> <div class="modal-body paper-page-edit-dataset-modal"> <input type="hidden" name="csrfmiddlewaretoken" value="ctU8L3cduytAuVwdRK7kD8m5wNED5ytfVotXm7sOzxONDEhMW7asLSv8sNWKAHNQ"> <div id="div_id_introduced" class="form-group"> <label for="id_introduced" class=""> Add or remove datasets <b>introduced</b> in this paper: </label> <div class=""> <select name="introduced" data-container-css-class="" data-allow-clear="false" style="width: 100%" class="modelselect2multiple form-control" id="id_introduced" data-autocomplete-light-language="en" data-autocomplete-light-url="/dataset-autocomplete/" data-autocomplete-light-function="select2" multiple> <option value="101" selected>PRID2011</option> </select><div style="display:none" class="dal-forward-conf" id="dal-forward-conf-for_id_introduced"><script type="text/dal-forward-conf">[{"type": "const", "val": true, "dst": "canonical_only"}, {"type": "const", "val": true, "dst": "disable_create_option"}]</script></div> </div> </div> <div id="div_id_used" class="form-group"> <label for="id_used" class=""> Add or remove other datasets <b>used</b> in this paper: </label> <div class=""> <select name="used" data-container-css-class="" data-allow-clear="false" style="width: 100%" class="modelselect2multiple form-control" id="id_used" data-autocomplete-light-language="en" data-autocomplete-light-url="/dataset-autocomplete/" data-autocomplete-light-function="select2" multiple> <option value="329" selected>BDD100K</option> <option value="1971" selected>Cell</option> <option value="3508" selected>Cityscapes</option> <option value="16184" selected>COCO-O</option> <option value="1017" selected>CrowdPose</option> <option value="10866" selected>GRIT</option> <option value="3041" selected>iSAID</option> <option value="2407" selected>Kumar</option> <option value="53" selected>MHP</option> <option value="50" selected>MS COCO</option> <option value="841" selected>OCHuman</option> <option value="495" selected>ScanNet</option> </select><div style="display:none" class="dal-forward-conf" id="dal-forward-conf-for_id_used"><script type="text/dal-forward-conf">[{"type": "const", "val": true, "dst": "canonical_only"}, {"type": "const", "val": true, "dst": "disable_create_option"}]</script></div> </div> </div> <div style="display: inline-block; padding-bottom: 15px;font-size:14px;"> Paper introduces a new dataset? <div style="padding-top:4px"> <a href="/contribute/dataset/new"> <span class=" icon-wrapper icon-fa icon-fa-solid" data-name="plus-circle"><svg viewBox="0 0 512 514.999" xmlns="http://www.w3.org/2000/svg"><path d="M256 9.998c137 0 248 111 248 248s-111 248-248 248-248-111-248-248 111-248 248-248zm144 276v-56c0-6.6-5.4-12-12-12h-92v-92c0-6.6-5.4-12-12-12h-56c-6.6 0-12 5.4-12 12v92h-92c-6.6 0-12 5.4-12 12v56c0 6.6 5.4 12 12 12h92v92c0 6.6 5.4 12 12 12h56c6.6 0 12-5.4 12-12v-92h92c6.6 0 12-5.4 12-12z"/></svg></span> Add a new dataset here </a> </div> </div> </div> <div class="modal-footer"> <button type="submit" class="btn btn-primary" name="edit-datasets"> Save </button> </div> </form> </div> </div> </div> </template> <div class="container content content-buffer "> <main> <div class="paper-title"> <div class="row"> <div class="col-md-12"> <h1> Mask R-CNN </h1> <div class="authors"> <p> <span class="item-conference-link"> <a href="/conference/iccv-2017-10"> ICCV 2017 </a> </span>  ·  <span class="author-span"> <a href="/author/kaiming-he">Kaiming He</a></span>, <span class="author-span"> <a href="/author/georgia-gkioxari">Georgia Gkioxari</a></span>, <span class="author-span"> <a href="/author/piotr-dollar-1">Piotr Dollár</a></span>, <span class="author-span"> <a href="/author/ross-girshick">Ross Girshick</a></span> <span class="hidden-element">· </span><button type="button" class="badge-edit" data-bs-toggle="modal" data-bs-toggle="modal" data-bs-target="#loginModal"> <span class=" icon-wrapper icon-fa icon-fa-solid" data-name="edit"><svg viewBox="0 0 576 514.999" xmlns="http://www.w3.org/2000/svg"><path d="M402.6 85.198l90.2 90.2c3.8 3.8 3.8 10 0 13.8l-218.399 218.4-92.8 10.3c-12.4 1.4-22.9-9.1-21.5-21.5l10.3-92.8 218.4-218.4c3.799-3.8 10-3.8 13.799 0zm162-22.9c15.2 15.2 15.2 39.9 0 55.2l-35.4 35.4c-3.8 3.8-10 3.8-13.8 0l-90.2-90.2c-3.8-3.8-3.8-10 0-13.8l35.4-35.4c15.3-15.2 40-15.2 55.2 0zM384 348.198c0-3.2 1.3-6.2 3.5-8.5l40-40c7.6-7.5 20.5-2.2 20.5 8.5v157.8c0 26.5-21.5 48-48 48H48c-26.5 0-48-21.5-48-48v-352c0-26.5 21.5-48 48-48h285.8c10.7 0 16.1 12.9 8.5 20.5l-40 40c-2.3 2.2-5.3 3.5-8.5 3.5H64v320h320v-101.8z"/></svg></span> <span>Edit social preview</span> </button> </p> </div> </div> </div> </div> <div class="paper-abstract"> <div class="row"> <div class="col-md-12"> <p> We present a conceptually simple, flexible, and general framework for object instance segmentation. Our approach efficiently detects objects in an image while simultaneously generating a high-quality segmentation mask for each instance. The method, called Mask R-CNN, extends Faster R-CNN by adding a branch for predicting an object mask in parallel with the existing branch for bounding box recognition. Mask R-CNN is simple to train and adds only a small overhead to Faster R-CNN, running at 5 fps. Moreover, Mask R-CNN is easy to generalize to other tasks, e.g., allowing us to estimate human poses in the same framework. We show top results in all three tracks of the COCO suite of challenges, including instance segmentation, bounding-box object detection, and person keypoint detection. Without bells and whistles, Mask R-CNN outperforms all existing, single-model entries on every task, including the COCO 2016 challenge winners. We hope our simple and effective approach will serve as a solid baseline and help ease future research in instance-level recognition. Code has been made available at: https://github.com/facebookresearch/Detectron </p> <a href="https://arxiv.org/pdf/1703.06870v3.pdf" onclick="captureOutboundLink('https://arxiv.org/pdf/1703.06870v3.pdf'); return true;" class="badge badge-light "> <span class=" icon-wrapper icon-fa icon-fa-regular" data-name="file-pdf"><svg viewBox="0 0 384 513.795" xmlns="http://www.w3.org/2000/svg"><path d="M369.9 98.88c9 9 14.1 21.3 14.1 34v332.1c0 26.5-21.5 48-48 48H48c-26.5 0-48-21.5-48-48v-416c0-26.5 21.5-48 48-48.1h204.1c12.7 0 24.9 5.1 33.9 14.1zm-37.8 30.1L256 52.88v76.1h76.1zM48 464.98h288v-288H232c-13.3 0-24-10.7-24-24v-104H48v416zm250.2-143.7c10.5 10.5 8 38.7-17.5 38.7-14.8 0-36.9-6.8-55.8-17-21.6 3.6-46 12.7-68.4 20.1-50.1 86.4-79.4 47-76.1 31.2 4-20 31-35.9 51-46.2 10.5-18.4 25.4-50.5 35.4-74.4-7.4-28.6-11.4-51-7-67.1 4.8-17.7 38.4-20.3 42.6 5.9 4.7 15.4-1.5 39.9-5.4 56 8.1 21.3 19.6 35.8 36.8 46.3 17.4-2.2 52.2-5.5 64.4 6.5zm-198.1 77.8c0 .7 11.4-4.7 30.4-35-5.9 5.5-25.299 21.3-30.4 35zm81.6-190.6c-2.5 0-2.6 26.9 1.8 40.8 4.9-8.7 5.6-40.8-1.8-40.8zm-24.4 136.6c15.9-6.1 34-14.9 54.8-19.2-11.199-8.3-21.8-20.4-30.1-35.5-6.7 17.7-15 37.8-24.7 54.7zm131.6-5c3.6-2.4-2.2-10.4-37.3-7.8 32.3 13.8 37.3 7.8 37.3 7.8z"/></svg></span> <span>PDF</span> </a> <a href="https://arxiv.org/abs/1703.06870v3" onclick="captureOutboundLink('https://arxiv.org/abs/1703.06870v3'); return true;" class="badge badge-light "> <span class=" icon-wrapper icon-fa icon-fa-regular" data-name="file"><svg viewBox="0 0 384 513.795" xmlns="http://www.w3.org/2000/svg"><path d="M369.9 98.88c9 9 14.1 21.3 14.1 34v332.1c0 26.5-21.5 48-48 48H48c-26.5 0-48-21.5-48-48v-416c0-26.5 21.5-48 48-48.1h204.1c12.7 0 24.9 5.1 33.9 14.1zm-37.8 30.1L256 52.88v76.1h76.1zM48 464.98h288v-288H232c-13.3 0-24-10.7-24-24v-104H48v416z"/></svg></span> <span>Abstract</span> </a> <a href="http://openaccess.thecvf.com/content_ICCV_2017/papers/He_Mask_R-CNN_ICCV_2017_paper.pdf" onclick="captureOutboundLink('http://openaccess.thecvf.com/content_ICCV_2017/papers/He_Mask_R-CNN_ICCV_2017_paper.pdf'); return true;" class="badge badge-light "> <span class=" icon-wrapper icon-fa icon-fa-regular" data-name="file-pdf"><svg viewBox="0 0 384 513.795" xmlns="http://www.w3.org/2000/svg"><path d="M369.9 98.88c9 9 14.1 21.3 14.1 34v332.1c0 26.5-21.5 48-48 48H48c-26.5 0-48-21.5-48-48v-416c0-26.5 21.5-48 48-48.1h204.1c12.7 0 24.9 5.1 33.9 14.1zm-37.8 30.1L256 52.88v76.1h76.1zM48 464.98h288v-288H232c-13.3 0-24-10.7-24-24v-104H48v416zm250.2-143.7c10.5 10.5 8 38.7-17.5 38.7-14.8 0-36.9-6.8-55.8-17-21.6 3.6-46 12.7-68.4 20.1-50.1 86.4-79.4 47-76.1 31.2 4-20 31-35.9 51-46.2 10.5-18.4 25.4-50.5 35.4-74.4-7.4-28.6-11.4-51-7-67.1 4.8-17.7 38.4-20.3 42.6 5.9 4.7 15.4-1.5 39.9-5.4 56 8.1 21.3 19.6 35.8 36.8 46.3 17.4-2.2 52.2-5.5 64.4 6.5zm-198.1 77.8c0 .7 11.4-4.7 30.4-35-5.9 5.5-25.299 21.3-30.4 35zm81.6-190.6c-2.5 0-2.6 26.9 1.8 40.8 4.9-8.7 5.6-40.8-1.8-40.8zm-24.4 136.6c15.9-6.1 34-14.9 54.8-19.2-11.199-8.3-21.8-20.4-30.1-35.5-6.7 17.7-15 37.8-24.7 54.7zm131.6-5c3.6-2.4-2.2-10.4-37.3-7.8 32.3 13.8 37.3 7.8 37.3 7.8z"/></svg></span> <span> ICCV 2017 PDF </span> </a> <a href="http://openaccess.thecvf.com/content_iccv_2017/html/He_Mask_R-CNN_ICCV_2017_paper.html" onclick="captureOutboundLink('http://openaccess.thecvf.com/content_iccv_2017/html/He_Mask_R-CNN_ICCV_2017_paper.html'); return true;" class="badge badge-light "> <span class=" icon-wrapper icon-fa icon-fa-regular" data-name="file"><svg viewBox="0 0 384 513.795" xmlns="http://www.w3.org/2000/svg"><path d="M369.9 98.88c9 9 14.1 21.3 14.1 34v332.1c0 26.5-21.5 48-48 48H48c-26.5 0-48-21.5-48-48v-416c0-26.5 21.5-48 48-48.1h204.1c12.7 0 24.9 5.1 33.9 14.1zm-37.8 30.1L256 52.88v76.1h76.1zM48 464.98h288v-288H232c-13.3 0-24-10.7-24-24v-104H48v416z"/></svg></span> <span>ICCV 2017 Abstract</span> </a> </div> </div> </div> <div class="row"> <div class="col-md-7 paper-section-first" id="code"> <div 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/> </div> </div> </div> <div class="row"> <div class="col-sm-7"> <div class="paper-impl-cell"> <a href="https://github.com/facebookresearch/detectron2" onclick="captureOutboundLink('https://github.com/facebookresearch/detectron2'); return true;" class="code-table-link"> <span class=" icon-wrapper icon-ion" data-name="logo-github"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M256 32C132.3 32 32 134.9 32 261.7c0 101.5 64.2 187.5 153.2 217.9a17.56 17.56 0 0 0 3.8.4c8.3 0 11.5-6.1 11.5-11.4 0-5.5-.2-19.9-.3-39.1a102.4 102.4 0 0 1-22.6 2.7c-43.1 0-52.9-33.5-52.9-33.5-10.2-26.5-24.9-33.6-24.9-33.6-19.5-13.7-.1-14.1 1.4-14.1h.1c22.5 2 34.3 23.8 34.3 23.8 11.2 19.6 26.2 25.1 39.6 25.1a63 63 0 0 0 25.6-6c2-14.8 7.8-24.9 14.2-30.7-49.7-5.8-102-25.5-102-113.5 0-25.1 8.7-45.6 23-61.6-2.3-5.8-10-29.2 2.2-60.8a18.64 18.64 0 0 1 5-.5c8.1 0 26.4 3.1 56.6 24.1a208.21 208.21 0 0 1 112.2 0c30.2-21 48.5-24.1 56.6-24.1a18.64 18.64 0 0 1 5 .5c12.2 31.6 4.5 55 2.2 60.8 14.3 16.1 23 36.6 23 61.6 0 88.2-52.4 107.6-102.3 113.3 8 7.1 15.2 21.1 15.2 42.5 0 30.7-.3 55.5-.3 63 0 5.4 3.1 11.5 11.4 11.5a19.35 19.35 0 0 0 4-.4C415.9 449.2 480 363.1 480 261.7 480 134.9 379.7 32 256 32z"/></svg></span> facebookresearch/detectron2 </a> </div> <div class="additional-options"> <table> <tr> <td>↳ Quickstart in </td> <td> <div class="colab-logo"> <a href="https://colab.research.google.com/drive/16jcaJoc6bCFAQ96jDe2HwtXj7BMD_-m5" onclick="captureOutboundLink('https://colab.research.google.com/drive/16jcaJoc6bCFAQ96jDe2HwtXj7BMD_-m5'); return true;" class="badge badge-primary"> <img src="data:image/png;base64,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"> Colab </a> </div> </td> </tr> </table> </div> </div> <div class="col-3"> <div class="paper-impl-cell text-nowrap"> <span class=" icon-wrapper icon-ion" data-name="star"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M394 480a16 16 0 0 1-9.39-3L256 383.76 127.39 477a16 16 0 0 1-24.55-18.08L153 310.35 23 221.2a16 16 0 0 1 9-29.2h160.38l48.4-148.95a16 16 0 0 1 30.44 0l48.4 149H480a16 16 0 0 1 9.05 29.2L359 310.35l50.13 148.53A16 16 0 0 1 394 480z"/></svg></span> 30,613 </div> </div> <div class="col-2"> <div class="paper-impl-cell text-center"> <img class="" src="https://production-assets.paperswithcode.com/perf/images/frameworks/pytorch-2fbf2cb9.png" /> </div> </div> </div> <div class="row"> <div class="col-sm-7"> <div class="paper-impl-cell"> <a href="https://github.com/facebookresearch/detectron" onclick="captureOutboundLink('https://github.com/facebookresearch/detectron'); return true;" class="code-table-link"> <span class=" icon-wrapper icon-ion" data-name="logo-github"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M256 32C132.3 32 32 134.9 32 261.7c0 101.5 64.2 187.5 153.2 217.9a17.56 17.56 0 0 0 3.8.4c8.3 0 11.5-6.1 11.5-11.4 0-5.5-.2-19.9-.3-39.1a102.4 102.4 0 0 1-22.6 2.7c-43.1 0-52.9-33.5-52.9-33.5-10.2-26.5-24.9-33.6-24.9-33.6-19.5-13.7-.1-14.1 1.4-14.1h.1c22.5 2 34.3 23.8 34.3 23.8 11.2 19.6 26.2 25.1 39.6 25.1a63 63 0 0 0 25.6-6c2-14.8 7.8-24.9 14.2-30.7-49.7-5.8-102-25.5-102-113.5 0-25.1 8.7-45.6 23-61.6-2.3-5.8-10-29.2 2.2-60.8a18.64 18.64 0 0 1 5-.5c8.1 0 26.4 3.1 56.6 24.1a208.21 208.21 0 0 1 112.2 0c30.2-21 48.5-24.1 56.6-24.1a18.64 18.64 0 0 1 5 .5c12.2 31.6 4.5 55 2.2 60.8 14.3 16.1 23 36.6 23 61.6 0 88.2-52.4 107.6-102.3 113.3 8 7.1 15.2 21.1 15.2 42.5 0 30.7-.3 55.5-.3 63 0 5.4 3.1 11.5 11.4 11.5a19.35 19.35 0 0 0 4-.4C415.9 449.2 480 363.1 480 261.7 480 134.9 379.7 32 256 32z"/></svg></span> facebookresearch/detectron </a> </div> </div> <div class="col-3"> <div class="paper-impl-cell text-nowrap"> <span class=" icon-wrapper icon-ion" data-name="star"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M394 480a16 16 0 0 1-9.39-3L256 383.76 127.39 477a16 16 0 0 1-24.55-18.08L153 310.35 23 221.2a16 16 0 0 1 9-29.2h160.38l48.4-148.95a16 16 0 0 1 30.44 0l48.4 149H480a16 16 0 0 1 9.05 29.2L359 310.35l50.13 148.53A16 16 0 0 1 394 480z"/></svg></span> 26,276 </div> </div> <div class="col-2"> <div class="paper-impl-cell text-center"> <img class="" src="https://production-assets.paperswithcode.com/perf/images/frameworks/pytorch-2fbf2cb9.png" /> </div> </div> </div> <div class="row"> <div class="col-sm-7"> <div class="paper-impl-cell"> <a href="https://github.com/PaddlePaddle/PaddleDetection" onclick="captureOutboundLink('https://github.com/PaddlePaddle/PaddleDetection'); return true;" class="code-table-link"> <span class=" icon-wrapper icon-ion" data-name="logo-github"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M256 32C132.3 32 32 134.9 32 261.7c0 101.5 64.2 187.5 153.2 217.9a17.56 17.56 0 0 0 3.8.4c8.3 0 11.5-6.1 11.5-11.4 0-5.5-.2-19.9-.3-39.1a102.4 102.4 0 0 1-22.6 2.7c-43.1 0-52.9-33.5-52.9-33.5-10.2-26.5-24.9-33.6-24.9-33.6-19.5-13.7-.1-14.1 1.4-14.1h.1c22.5 2 34.3 23.8 34.3 23.8 11.2 19.6 26.2 25.1 39.6 25.1a63 63 0 0 0 25.6-6c2-14.8 7.8-24.9 14.2-30.7-49.7-5.8-102-25.5-102-113.5 0-25.1 8.7-45.6 23-61.6-2.3-5.8-10-29.2 2.2-60.8a18.64 18.64 0 0 1 5-.5c8.1 0 26.4 3.1 56.6 24.1a208.21 208.21 0 0 1 112.2 0c30.2-21 48.5-24.1 56.6-24.1a18.64 18.64 0 0 1 5 .5c12.2 31.6 4.5 55 2.2 60.8 14.3 16.1 23 36.6 23 61.6 0 88.2-52.4 107.6-102.3 113.3 8 7.1 15.2 21.1 15.2 42.5 0 30.7-.3 55.5-.3 63 0 5.4 3.1 11.5 11.4 11.5a19.35 19.35 0 0 0 4-.4C415.9 449.2 480 363.1 480 261.7 480 134.9 379.7 32 256 32z"/></svg></span> PaddlePaddle/PaddleDetection </a> </div> </div> <div class="col-3"> <div class="paper-impl-cell text-nowrap"> <span class=" icon-wrapper icon-ion" data-name="star"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M394 480a16 16 0 0 1-9.39-3L256 383.76 127.39 477a16 16 0 0 1-24.55-18.08L153 310.35 23 221.2a16 16 0 0 1 9-29.2h160.38l48.4-148.95a16 16 0 0 1 30.44 0l48.4 149H480a16 16 0 0 1 9.05 29.2L359 310.35l50.13 148.53A16 16 0 0 1 394 480z"/></svg></span> 12,850 </div> </div> <div class="col-2"> <div class="paper-impl-cell text-center"> <img class="" src="https://production-assets.paperswithcode.com/perf/images/frameworks/paddle-551b4bd3.png" /> </div> </div> </div> <div class="row"> <div class="col-sm-7"> <div class="paper-impl-cell"> <a href="https://github.com/facebookresearch/maskrcnn-benchmark" onclick="captureOutboundLink('https://github.com/facebookresearch/maskrcnn-benchmark'); return true;" class="code-table-link"> <span class=" icon-wrapper icon-ion" data-name="logo-github"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M256 32C132.3 32 32 134.9 32 261.7c0 101.5 64.2 187.5 153.2 217.9a17.56 17.56 0 0 0 3.8.4c8.3 0 11.5-6.1 11.5-11.4 0-5.5-.2-19.9-.3-39.1a102.4 102.4 0 0 1-22.6 2.7c-43.1 0-52.9-33.5-52.9-33.5-10.2-26.5-24.9-33.6-24.9-33.6-19.5-13.7-.1-14.1 1.4-14.1h.1c22.5 2 34.3 23.8 34.3 23.8 11.2 19.6 26.2 25.1 39.6 25.1a63 63 0 0 0 25.6-6c2-14.8 7.8-24.9 14.2-30.7-49.7-5.8-102-25.5-102-113.5 0-25.1 8.7-45.6 23-61.6-2.3-5.8-10-29.2 2.2-60.8a18.64 18.64 0 0 1 5-.5c8.1 0 26.4 3.1 56.6 24.1a208.21 208.21 0 0 1 112.2 0c30.2-21 48.5-24.1 56.6-24.1a18.64 18.64 0 0 1 5 .5c12.2 31.6 4.5 55 2.2 60.8 14.3 16.1 23 36.6 23 61.6 0 88.2-52.4 107.6-102.3 113.3 8 7.1 15.2 21.1 15.2 42.5 0 30.7-.3 55.5-.3 63 0 5.4 3.1 11.5 11.4 11.5a19.35 19.35 0 0 0 4-.4C415.9 449.2 480 363.1 480 261.7 480 134.9 379.7 32 256 32z"/></svg></span> facebookresearch/maskrcnn-benchmark </a> </div> </div> <div class="col-3"> <div class="paper-impl-cell text-nowrap"> <span class=" icon-wrapper icon-ion" data-name="star"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M394 480a16 16 0 0 1-9.39-3L256 383.76 127.39 477a16 16 0 0 1-24.55-18.08L153 310.35 23 221.2a16 16 0 0 1 9-29.2h160.38l48.4-148.95a16 16 0 0 1 30.44 0l48.4 149H480a16 16 0 0 1 9.05 29.2L359 310.35l50.13 148.53A16 16 0 0 1 394 480z"/></svg></span> 9,305 </div> </div> <div class="col-2"> <div class="paper-impl-cell text-center"> <img class="" src="https://production-assets.paperswithcode.com/perf/images/frameworks/pytorch-2fbf2cb9.png" /> </div> </div> </div> <div class="table-options"> <a href="#" id="implementations-see-more-trigger">See all 176</a> implementations </div> </div> <div id="implementations-full-list" style="display:none"> <div class="row"> <div class="col-sm-7"> <div class="paper-impl-cell"> <a href="https://github.com/tensorflow/models/tree/master/official/vision" onclick="captureOutboundLink('https://github.com/tensorflow/models/tree/master/official/vision'); return true;" class="code-table-link"> <span class=" icon-wrapper icon-ion" data-name="logo-github"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M256 32C132.3 32 32 134.9 32 261.7c0 101.5 64.2 187.5 153.2 217.9a17.56 17.56 0 0 0 3.8.4c8.3 0 11.5-6.1 11.5-11.4 0-5.5-.2-19.9-.3-39.1a102.4 102.4 0 0 1-22.6 2.7c-43.1 0-52.9-33.5-52.9-33.5-10.2-26.5-24.9-33.6-24.9-33.6-19.5-13.7-.1-14.1 1.4-14.1h.1c22.5 2 34.3 23.8 34.3 23.8 11.2 19.6 26.2 25.1 39.6 25.1a63 63 0 0 0 25.6-6c2-14.8 7.8-24.9 14.2-30.7-49.7-5.8-102-25.5-102-113.5 0-25.1 8.7-45.6 23-61.6-2.3-5.8-10-29.2 2.2-60.8a18.64 18.64 0 0 1 5-.5c8.1 0 26.4 3.1 56.6 24.1a208.21 208.21 0 0 1 112.2 0c30.2-21 48.5-24.1 56.6-24.1a18.64 18.64 0 0 1 5 .5c12.2 31.6 4.5 55 2.2 60.8 14.3 16.1 23 36.6 23 61.6 0 88.2-52.4 107.6-102.3 113.3 8 7.1 15.2 21.1 15.2 42.5 0 30.7-.3 55.5-.3 63 0 5.4 3.1 11.5 11.4 11.5a19.35 19.35 0 0 0 4-.4C415.9 449.2 480 363.1 480 261.7 480 134.9 379.7 32 256 32z"/></svg></span> tensorflow/models </a> </div> </div> <div class="col-3"> <div class="paper-impl-cell text-nowrap"> <span class=" icon-wrapper icon-ion" data-name="star"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M394 480a16 16 0 0 1-9.39-3L256 383.76 127.39 477a16 16 0 0 1-24.55-18.08L153 310.35 23 221.2a16 16 0 0 1 9-29.2h160.38l48.4-148.95a16 16 0 0 1 30.44 0l48.4 149H480a16 16 0 0 1 9.05 29.2L359 310.35l50.13 148.53A16 16 0 0 1 394 480z"/></svg></span> 77,214 </div> </div> <div class="col-2"> <div class="paper-impl-cell text-center"> <img class="" 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/> </div> </div> </div> <div class="row"> <div class="col-sm-7"> <div class="paper-impl-cell"> <a href="https://github.com/facebookresearch/detectron2" onclick="captureOutboundLink('https://github.com/facebookresearch/detectron2'); return true;" class="code-table-link"> <span class=" icon-wrapper icon-ion" data-name="logo-github"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M256 32C132.3 32 32 134.9 32 261.7c0 101.5 64.2 187.5 153.2 217.9a17.56 17.56 0 0 0 3.8.4c8.3 0 11.5-6.1 11.5-11.4 0-5.5-.2-19.9-.3-39.1a102.4 102.4 0 0 1-22.6 2.7c-43.1 0-52.9-33.5-52.9-33.5-10.2-26.5-24.9-33.6-24.9-33.6-19.5-13.7-.1-14.1 1.4-14.1h.1c22.5 2 34.3 23.8 34.3 23.8 11.2 19.6 26.2 25.1 39.6 25.1a63 63 0 0 0 25.6-6c2-14.8 7.8-24.9 14.2-30.7-49.7-5.8-102-25.5-102-113.5 0-25.1 8.7-45.6 23-61.6-2.3-5.8-10-29.2 2.2-60.8a18.64 18.64 0 0 1 5-.5c8.1 0 26.4 3.1 56.6 24.1a208.21 208.21 0 0 1 112.2 0c30.2-21 48.5-24.1 56.6-24.1a18.64 18.64 0 0 1 5 .5c12.2 31.6 4.5 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src="data:image/png;base64,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"> Colab </a> </div> <td> </td> </tr> </table> </div> </div> <div class="col-3"> <div class="paper-impl-cell text-nowrap"> <span class=" icon-wrapper icon-ion" data-name="star"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M394 480a16 16 0 0 1-9.39-3L256 383.76 127.39 477a16 16 0 0 1-24.55-18.08L153 310.35 23 221.2a16 16 0 0 1 9-29.2h160.38l48.4-148.95a16 16 0 0 1 30.44 0l48.4 149H480a16 16 0 0 1 9.05 29.2L359 310.35l50.13 148.53A16 16 0 0 1 394 480z"/></svg></span> 30,613 </div> </div> <div class="col-2"> <div class="paper-impl-cell text-center"> <img class="" src="https://production-assets.paperswithcode.com/perf/images/frameworks/pytorch-2fbf2cb9.png" /> </div> </div> </div> <div class="row"> <div class="col-sm-7"> <div class="paper-impl-cell"> <a href="https://github.com/facebookresearch/detectron" onclick="captureOutboundLink('https://github.com/facebookresearch/detectron'); return true;" class="code-table-link"> <span class=" icon-wrapper icon-ion" data-name="logo-github"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M256 32C132.3 32 32 134.9 32 261.7c0 101.5 64.2 187.5 153.2 217.9a17.56 17.56 0 0 0 3.8.4c8.3 0 11.5-6.1 11.5-11.4 0-5.5-.2-19.9-.3-39.1a102.4 102.4 0 0 1-22.6 2.7c-43.1 0-52.9-33.5-52.9-33.5-10.2-26.5-24.9-33.6-24.9-33.6-19.5-13.7-.1-14.1 1.4-14.1h.1c22.5 2 34.3 23.8 34.3 23.8 11.2 19.6 26.2 25.1 39.6 25.1a63 63 0 0 0 25.6-6c2-14.8 7.8-24.9 14.2-30.7-49.7-5.8-102-25.5-102-113.5 0-25.1 8.7-45.6 23-61.6-2.3-5.8-10-29.2 2.2-60.8a18.64 18.64 0 0 1 5-.5c8.1 0 26.4 3.1 56.6 24.1a208.21 208.21 0 0 1 112.2 0c30.2-21 48.5-24.1 56.6-24.1a18.64 18.64 0 0 1 5 .5c12.2 31.6 4.5 55 2.2 60.8 14.3 16.1 23 36.6 23 61.6 0 88.2-52.4 107.6-102.3 113.3 8 7.1 15.2 21.1 15.2 42.5 0 30.7-.3 55.5-.3 63 0 5.4 3.1 11.5 11.4 11.5a19.35 19.35 0 0 0 4-.4C415.9 449.2 480 363.1 480 261.7 480 134.9 379.7 32 256 32z"/></svg></span> facebookresearch/detectron </a> </div> </div> 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xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M256 32C132.3 32 32 134.9 32 261.7c0 101.5 64.2 187.5 153.2 217.9a17.56 17.56 0 0 0 3.8.4c8.3 0 11.5-6.1 11.5-11.4 0-5.5-.2-19.9-.3-39.1a102.4 102.4 0 0 1-22.6 2.7c-43.1 0-52.9-33.5-52.9-33.5-10.2-26.5-24.9-33.6-24.9-33.6-19.5-13.7-.1-14.1 1.4-14.1h.1c22.5 2 34.3 23.8 34.3 23.8 11.2 19.6 26.2 25.1 39.6 25.1a63 63 0 0 0 25.6-6c2-14.8 7.8-24.9 14.2-30.7-49.7-5.8-102-25.5-102-113.5 0-25.1 8.7-45.6 23-61.6-2.3-5.8-10-29.2 2.2-60.8a18.64 18.64 0 0 1 5-.5c8.1 0 26.4 3.1 56.6 24.1a208.21 208.21 0 0 1 112.2 0c30.2-21 48.5-24.1 56.6-24.1a18.64 18.64 0 0 1 5 .5c12.2 31.6 4.5 55 2.2 60.8 14.3 16.1 23 36.6 23 61.6 0 88.2-52.4 107.6-102.3 113.3 8 7.1 15.2 21.1 15.2 42.5 0 30.7-.3 55.5-.3 63 0 5.4 3.1 11.5 11.4 11.5a19.35 19.35 0 0 0 4-.4C415.9 449.2 480 363.1 480 261.7 480 134.9 379.7 32 256 32z"/></svg></span> PaddlePaddle/PaddleDetection </a> </div> </div> <div class="col-3"> <div class="paper-impl-cell 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4-.4C415.9 449.2 480 363.1 480 261.7 480 134.9 379.7 32 256 32z"/></svg></span> jasjeetIM/Mask-RCNN </a> </div> </div> <div class="col-3"> <div class="paper-impl-cell text-nowrap"> <span class=" icon-wrapper icon-ion" data-name="star"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M394 480a16 16 0 0 1-9.39-3L256 383.76 127.39 477a16 16 0 0 1-24.55-18.08L153 310.35 23 221.2a16 16 0 0 1 9-29.2h160.38l48.4-148.95a16 16 0 0 1 30.44 0l48.4 149H480a16 16 0 0 1 9.05 29.2L359 310.35l50.13 148.53A16 16 0 0 1 394 480z"/></svg></span> 231 </div> </div> <div class="col-2"> <div class="paper-impl-cell text-center"> </div> </div> </div> <div class="row"> <div class="col-sm-7"> <div class="paper-impl-cell"> <a href="https://github.com/mindspore-ai/models/tree/master/official/cv/maskrcnn" onclick="captureOutboundLink('https://github.com/mindspore-ai/models/tree/master/official/cv/maskrcnn'); return true;" class="code-table-link"> <span class=" icon-wrapper icon-ion" data-name="logo-github"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M256 32C132.3 32 32 134.9 32 261.7c0 101.5 64.2 187.5 153.2 217.9a17.56 17.56 0 0 0 3.8.4c8.3 0 11.5-6.1 11.5-11.4 0-5.5-.2-19.9-.3-39.1a102.4 102.4 0 0 1-22.6 2.7c-43.1 0-52.9-33.5-52.9-33.5-10.2-26.5-24.9-33.6-24.9-33.6-19.5-13.7-.1-14.1 1.4-14.1h.1c22.5 2 34.3 23.8 34.3 23.8 11.2 19.6 26.2 25.1 39.6 25.1a63 63 0 0 0 25.6-6c2-14.8 7.8-24.9 14.2-30.7-49.7-5.8-102-25.5-102-113.5 0-25.1 8.7-45.6 23-61.6-2.3-5.8-10-29.2 2.2-60.8a18.64 18.64 0 0 1 5-.5c8.1 0 26.4 3.1 56.6 24.1a208.21 208.21 0 0 1 112.2 0c30.2-21 48.5-24.1 56.6-24.1a18.64 18.64 0 0 1 5 .5c12.2 31.6 4.5 55 2.2 60.8 14.3 16.1 23 36.6 23 61.6 0 88.2-52.4 107.6-102.3 113.3 8 7.1 15.2 21.1 15.2 42.5 0 30.7-.3 55.5-.3 63 0 5.4 3.1 11.5 11.4 11.5a19.35 19.35 0 0 0 4-.4C415.9 449.2 480 363.1 480 261.7 480 134.9 379.7 32 256 32z"/></svg></span> mindspore-ai/models </a> </div> </div> <div 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src="data:image/png;base64,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"> Colab </a> </div> <td> </td> </tr> </table> </div> </div> <div class="col-3"> <div class="paper-impl-cell text-nowrap"> <span class=" icon-wrapper icon-ion" data-name="star"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M394 480a16 16 0 0 1-9.39-3L256 383.76 127.39 477a16 16 0 0 1-24.55-18.08L153 310.35 23 221.2a16 16 0 0 1 9-29.2h160.38l48.4-148.95a16 16 0 0 1 30.44 0l48.4 149H480a16 16 0 0 1 9.05 29.2L359 310.35l50.13 148.53A16 16 0 0 1 394 480z"/></svg></span> 54 </div> </div> <div class="col-2"> <div class="paper-impl-cell text-center"> <img class="" 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/> </div> </div> </div> <div class="row"> <div class="col-sm-7"> <div class="paper-impl-cell"> <a href="https://github.com/MIC-DKFZ/RegRCNN" onclick="captureOutboundLink('https://github.com/MIC-DKFZ/RegRCNN'); return true;" class="code-table-link"> <span class=" icon-wrapper icon-ion" data-name="logo-github"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M256 32C132.3 32 32 134.9 32 261.7c0 101.5 64.2 187.5 153.2 217.9a17.56 17.56 0 0 0 3.8.4c8.3 0 11.5-6.1 11.5-11.4 0-5.5-.2-19.9-.3-39.1a102.4 102.4 0 0 1-22.6 2.7c-43.1 0-52.9-33.5-52.9-33.5-10.2-26.5-24.9-33.6-24.9-33.6-19.5-13.7-.1-14.1 1.4-14.1h.1c22.5 2 34.3 23.8 34.3 23.8 11.2 19.6 26.2 25.1 39.6 25.1a63 63 0 0 0 25.6-6c2-14.8 7.8-24.9 14.2-30.7-49.7-5.8-102-25.5-102-113.5 0-25.1 8.7-45.6 23-61.6-2.3-5.8-10-29.2 2.2-60.8a18.64 18.64 0 0 1 5-.5c8.1 0 26.4 3.1 56.6 24.1a208.21 208.21 0 0 1 112.2 0c30.2-21 48.5-24.1 56.6-24.1a18.64 18.64 0 0 1 5 .5c12.2 31.6 4.5 55 2.2 60.8 14.3 16.1 23 36.6 23 61.6 0 88.2-52.4 107.6-102.3 113.3 8 7.1 15.2 21.1 15.2 42.5 0 30.7-.3 55.5-.3 63 0 5.4 3.1 11.5 11.4 11.5a19.35 19.35 0 0 0 4-.4C415.9 449.2 480 363.1 480 261.7 480 134.9 379.7 32 256 32z"/></svg></span> MIC-DKFZ/RegRCNN </a> </div> </div> <div class="col-3"> <div class="paper-impl-cell text-nowrap"> <span class=" icon-wrapper icon-ion" data-name="star"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M394 480a16 16 0 0 1-9.39-3L256 383.76 127.39 477a16 16 0 0 1-24.55-18.08L153 310.35 23 221.2a16 16 0 0 1 9-29.2h160.38l48.4-148.95a16 16 0 0 1 30.44 0l48.4 149H480a16 16 0 0 1 9.05 29.2L359 310.35l50.13 148.53A16 16 0 0 1 394 480z"/></svg></span> 51 </div> </div> <div class="col-2"> <div class="paper-impl-cell text-center"> <img class="" src="https://production-assets.paperswithcode.com/perf/images/frameworks/pytorch-2fbf2cb9.png" /> </div> </div> </div> <div class="row"> <div class="col-sm-7"> <div class="paper-impl-cell"> <a href="https://github.com/itsasimiqbal/SeBRe" onclick="captureOutboundLink('https://github.com/itsasimiqbal/SeBRe'); return true;" class="code-table-link"> <span class=" icon-wrapper icon-ion" data-name="logo-github"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M256 32C132.3 32 32 134.9 32 261.7c0 101.5 64.2 187.5 153.2 217.9a17.56 17.56 0 0 0 3.8.4c8.3 0 11.5-6.1 11.5-11.4 0-5.5-.2-19.9-.3-39.1a102.4 102.4 0 0 1-22.6 2.7c-43.1 0-52.9-33.5-52.9-33.5-10.2-26.5-24.9-33.6-24.9-33.6-19.5-13.7-.1-14.1 1.4-14.1h.1c22.5 2 34.3 23.8 34.3 23.8 11.2 19.6 26.2 25.1 39.6 25.1a63 63 0 0 0 25.6-6c2-14.8 7.8-24.9 14.2-30.7-49.7-5.8-102-25.5-102-113.5 0-25.1 8.7-45.6 23-61.6-2.3-5.8-10-29.2 2.2-60.8a18.64 18.64 0 0 1 5-.5c8.1 0 26.4 3.1 56.6 24.1a208.21 208.21 0 0 1 112.2 0c30.2-21 48.5-24.1 56.6-24.1a18.64 18.64 0 0 1 5 .5c12.2 31.6 4.5 55 2.2 60.8 14.3 16.1 23 36.6 23 61.6 0 88.2-52.4 107.6-102.3 113.3 8 7.1 15.2 21.1 15.2 42.5 0 30.7-.3 55.5-.3 63 0 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Colab </a> </div> <td> </td> </tr> </table> </div> </div> <div class="col-3"> <div class="paper-impl-cell text-nowrap"> <span class=" icon-wrapper icon-ion" data-name="star"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M394 480a16 16 0 0 1-9.39-3L256 383.76 127.39 477a16 16 0 0 1-24.55-18.08L153 310.35 23 221.2a16 16 0 0 1 9-29.2h160.38l48.4-148.95a16 16 0 0 1 30.44 0l48.4 149H480a16 16 0 0 1 9.05 29.2L359 310.35l50.13 148.53A16 16 0 0 1 394 480z"/></svg></span> 51 </div> </div> <div class="col-2"> <div class="paper-impl-cell text-center"> <img class="" 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4.5 55 2.2 60.8 14.3 16.1 23 36.6 23 61.6 0 88.2-52.4 107.6-102.3 113.3 8 7.1 15.2 21.1 15.2 42.5 0 30.7-.3 55.5-.3 63 0 5.4 3.1 11.5 11.4 11.5a19.35 19.35 0 0 0 4-.4C415.9 449.2 480 363.1 480 261.7 480 134.9 379.7 32 256 32z"/></svg></span> ssanyachetwani/Fashion-Trend-Detect… </a> </div> </div> <div class="col-3"> <div class="paper-impl-cell text-nowrap"> <span class=" icon-wrapper icon-ion" data-name="star"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M394 480a16 16 0 0 1-9.39-3L256 383.76 127.39 477a16 16 0 0 1-24.55-18.08L153 310.35 23 221.2a16 16 0 0 1 9-29.2h160.38l48.4-148.95a16 16 0 0 1 30.44 0l48.4 149H480a16 16 0 0 1 9.05 29.2L359 310.35l50.13 148.53A16 16 0 0 1 394 480z"/></svg></span> 20 </div> </div> <div class="col-2"> <div class="paper-impl-cell text-center"> </div> </div> </div> <div class="row"> <div class="col-sm-7"> <div class="paper-impl-cell"> <a href="https://github.com/bowu1004/instance_segmentation_RealSense" onclick="captureOutboundLink('https://github.com/bowu1004/instance_segmentation_RealSense'); return true;" class="code-table-link"> <span class=" icon-wrapper icon-ion" data-name="logo-github"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M256 32C132.3 32 32 134.9 32 261.7c0 101.5 64.2 187.5 153.2 217.9a17.56 17.56 0 0 0 3.8.4c8.3 0 11.5-6.1 11.5-11.4 0-5.5-.2-19.9-.3-39.1a102.4 102.4 0 0 1-22.6 2.7c-43.1 0-52.9-33.5-52.9-33.5-10.2-26.5-24.9-33.6-24.9-33.6-19.5-13.7-.1-14.1 1.4-14.1h.1c22.5 2 34.3 23.8 34.3 23.8 11.2 19.6 26.2 25.1 39.6 25.1a63 63 0 0 0 25.6-6c2-14.8 7.8-24.9 14.2-30.7-49.7-5.8-102-25.5-102-113.5 0-25.1 8.7-45.6 23-61.6-2.3-5.8-10-29.2 2.2-60.8a18.64 18.64 0 0 1 5-.5c8.1 0 26.4 3.1 56.6 24.1a208.21 208.21 0 0 1 112.2 0c30.2-21 48.5-24.1 56.6-24.1a18.64 18.64 0 0 1 5 .5c12.2 31.6 4.5 55 2.2 60.8 14.3 16.1 23 36.6 23 61.6 0 88.2-52.4 107.6-102.3 113.3 8 7.1 15.2 21.1 15.2 42.5 0 30.7-.3 55.5-.3 63 0 5.4 3.1 11.5 11.4 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onclick="captureOutboundLink('https://github.com/jylins/core-text'); return true;" class="code-table-link"> <span class=" icon-wrapper icon-ion" data-name="logo-github"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M256 32C132.3 32 32 134.9 32 261.7c0 101.5 64.2 187.5 153.2 217.9a17.56 17.56 0 0 0 3.8.4c8.3 0 11.5-6.1 11.5-11.4 0-5.5-.2-19.9-.3-39.1a102.4 102.4 0 0 1-22.6 2.7c-43.1 0-52.9-33.5-52.9-33.5-10.2-26.5-24.9-33.6-24.9-33.6-19.5-13.7-.1-14.1 1.4-14.1h.1c22.5 2 34.3 23.8 34.3 23.8 11.2 19.6 26.2 25.1 39.6 25.1a63 63 0 0 0 25.6-6c2-14.8 7.8-24.9 14.2-30.7-49.7-5.8-102-25.5-102-113.5 0-25.1 8.7-45.6 23-61.6-2.3-5.8-10-29.2 2.2-60.8a18.64 18.64 0 0 1 5-.5c8.1 0 26.4 3.1 56.6 24.1a208.21 208.21 0 0 1 112.2 0c30.2-21 48.5-24.1 56.6-24.1a18.64 18.64 0 0 1 5 .5c12.2 31.6 4.5 55 2.2 60.8 14.3 16.1 23 36.6 23 61.6 0 88.2-52.4 107.6-102.3 113.3 8 7.1 15.2 21.1 15.2 42.5 0 30.7-.3 55.5-.3 63 0 5.4 3.1 11.5 11.4 11.5a19.35 19.35 0 0 0 4-.4C415.9 449.2 480 363.1 480 261.7 480 134.9 379.7 32 256 32z"/></svg></span> jylins/core-text </a> </div> </div> <div class="col-3"> <div class="paper-impl-cell text-nowrap"> <span class=" icon-wrapper icon-ion" data-name="star"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M394 480a16 16 0 0 1-9.39-3L256 383.76 127.39 477a16 16 0 0 1-24.55-18.08L153 310.35 23 221.2a16 16 0 0 1 9-29.2h160.38l48.4-148.95a16 16 0 0 1 30.44 0l48.4 149H480a16 16 0 0 1 9.05 29.2L359 310.35l50.13 148.53A16 16 0 0 1 394 480z"/></svg></span> 19 </div> </div> <div class="col-2"> <div class="paper-impl-cell text-center"> <img class="" src="https://production-assets.paperswithcode.com/perf/images/frameworks/pytorch-2fbf2cb9.png" /> </div> </div> </div> <div class="row"> <div class="col-sm-7"> <div class="paper-impl-cell"> <a href="https://github.com/SonginCV/GMPHD_SAF" onclick="captureOutboundLink('https://github.com/SonginCV/GMPHD_SAF'); return true;" class="code-table-link"> <span class=" icon-wrapper icon-ion" data-name="logo-github"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M256 32C132.3 32 32 134.9 32 261.7c0 101.5 64.2 187.5 153.2 217.9a17.56 17.56 0 0 0 3.8.4c8.3 0 11.5-6.1 11.5-11.4 0-5.5-.2-19.9-.3-39.1a102.4 102.4 0 0 1-22.6 2.7c-43.1 0-52.9-33.5-52.9-33.5-10.2-26.5-24.9-33.6-24.9-33.6-19.5-13.7-.1-14.1 1.4-14.1h.1c22.5 2 34.3 23.8 34.3 23.8 11.2 19.6 26.2 25.1 39.6 25.1a63 63 0 0 0 25.6-6c2-14.8 7.8-24.9 14.2-30.7-49.7-5.8-102-25.5-102-113.5 0-25.1 8.7-45.6 23-61.6-2.3-5.8-10-29.2 2.2-60.8a18.64 18.64 0 0 1 5-.5c8.1 0 26.4 3.1 56.6 24.1a208.21 208.21 0 0 1 112.2 0c30.2-21 48.5-24.1 56.6-24.1a18.64 18.64 0 0 1 5 .5c12.2 31.6 4.5 55 2.2 60.8 14.3 16.1 23 36.6 23 61.6 0 88.2-52.4 107.6-102.3 113.3 8 7.1 15.2 21.1 15.2 42.5 0 30.7-.3 55.5-.3 63 0 5.4 3.1 11.5 11.4 11.5a19.35 19.35 0 0 0 4-.4C415.9 449.2 480 363.1 480 261.7 480 134.9 379.7 32 256 32z"/></svg></span> SonginCV/GMPHD_SAF </a> </div> </div> <div class="col-3"> <div class="paper-impl-cell text-nowrap"> <span class=" icon-wrapper icon-ion" data-name="star"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M394 480a16 16 0 0 1-9.39-3L256 383.76 127.39 477a16 16 0 0 1-24.55-18.08L153 310.35 23 221.2a16 16 0 0 1 9-29.2h160.38l48.4-148.95a16 16 0 0 1 30.44 0l48.4 149H480a16 16 0 0 1 9.05 29.2L359 310.35l50.13 148.53A16 16 0 0 1 394 480z"/></svg></span> 18 </div> </div> <div class="col-2"> <div class="paper-impl-cell text-center"> </div> </div> </div> <div class="row"> <div class="col-sm-7"> <div class="paper-impl-cell"> <a href="https://github.com/SonginCV/GMPHD_MAF" onclick="captureOutboundLink('https://github.com/SonginCV/GMPHD_MAF'); return true;" class="code-table-link"> <span class=" icon-wrapper icon-ion" data-name="logo-github"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M256 32C132.3 32 32 134.9 32 261.7c0 101.5 64.2 187.5 153.2 217.9a17.56 17.56 0 0 0 3.8.4c8.3 0 11.5-6.1 11.5-11.4 0-5.5-.2-19.9-.3-39.1a102.4 102.4 0 0 1-22.6 2.7c-43.1 0-52.9-33.5-52.9-33.5-10.2-26.5-24.9-33.6-24.9-33.6-19.5-13.7-.1-14.1 1.4-14.1h.1c22.5 2 34.3 23.8 34.3 23.8 11.2 19.6 26.2 25.1 39.6 25.1a63 63 0 0 0 25.6-6c2-14.8 7.8-24.9 14.2-30.7-49.7-5.8-102-25.5-102-113.5 0-25.1 8.7-45.6 23-61.6-2.3-5.8-10-29.2 2.2-60.8a18.64 18.64 0 0 1 5-.5c8.1 0 26.4 3.1 56.6 24.1a208.21 208.21 0 0 1 112.2 0c30.2-21 48.5-24.1 56.6-24.1a18.64 18.64 0 0 1 5 .5c12.2 31.6 4.5 55 2.2 60.8 14.3 16.1 23 36.6 23 61.6 0 88.2-52.4 107.6-102.3 113.3 8 7.1 15.2 21.1 15.2 42.5 0 30.7-.3 55.5-.3 63 0 5.4 3.1 11.5 11.4 11.5a19.35 19.35 0 0 0 4-.4C415.9 449.2 480 363.1 480 261.7 480 134.9 379.7 32 256 32z"/></svg></span> SonginCV/GMPHD_MAF </a> </div> </div> <div class="col-3"> <div class="paper-impl-cell text-nowrap"> <span class=" icon-wrapper icon-ion" data-name="star"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M394 480a16 16 0 0 1-9.39-3L256 383.76 127.39 477a16 16 0 0 1-24.55-18.08L153 310.35 23 221.2a16 16 0 0 1 9-29.2h160.38l48.4-148.95a16 16 0 0 1 30.44 0l48.4 149H480a16 16 0 0 1 9.05 29.2L359 310.35l50.13 148.53A16 16 0 0 1 394 480z"/></svg></span> 18 </div> </div> <div class="col-2"> <div class="paper-impl-cell text-center"> </div> </div> </div> <div class="row"> <div class="col-sm-7"> <div class="paper-impl-cell"> <a href="https://github.com/SonginCV/MAF_HDA" onclick="captureOutboundLink('https://github.com/SonginCV/MAF_HDA'); return true;" class="code-table-link"> <span class=" icon-wrapper icon-ion" data-name="logo-github"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M256 32C132.3 32 32 134.9 32 261.7c0 101.5 64.2 187.5 153.2 217.9a17.56 17.56 0 0 0 3.8.4c8.3 0 11.5-6.1 11.5-11.4 0-5.5-.2-19.9-.3-39.1a102.4 102.4 0 0 1-22.6 2.7c-43.1 0-52.9-33.5-52.9-33.5-10.2-26.5-24.9-33.6-24.9-33.6-19.5-13.7-.1-14.1 1.4-14.1h.1c22.5 2 34.3 23.8 34.3 23.8 11.2 19.6 26.2 25.1 39.6 25.1a63 63 0 0 0 25.6-6c2-14.8 7.8-24.9 14.2-30.7-49.7-5.8-102-25.5-102-113.5 0-25.1 8.7-45.6 23-61.6-2.3-5.8-10-29.2 2.2-60.8a18.64 18.64 0 0 1 5-.5c8.1 0 26.4 3.1 56.6 24.1a208.21 208.21 0 0 1 112.2 0c30.2-21 48.5-24.1 56.6-24.1a18.64 18.64 0 0 1 5 .5c12.2 31.6 4.5 55 2.2 60.8 14.3 16.1 23 36.6 23 61.6 0 88.2-52.4 107.6-102.3 113.3 8 7.1 15.2 21.1 15.2 42.5 0 30.7-.3 55.5-.3 63 0 5.4 3.1 11.5 11.4 11.5a19.35 19.35 0 0 0 4-.4C415.9 449.2 480 363.1 480 261.7 480 134.9 379.7 32 256 32z"/></svg></span> SonginCV/MAF_HDA </a> </div> </div> <div class="col-3"> <div class="paper-impl-cell text-nowrap"> <span class=" icon-wrapper icon-ion" data-name="star"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M394 480a16 16 0 0 1-9.39-3L256 383.76 127.39 477a16 16 0 0 1-24.55-18.08L153 310.35 23 221.2a16 16 0 0 1 9-29.2h160.38l48.4-148.95a16 16 0 0 1 30.44 0l48.4 149H480a16 16 0 0 1 9.05 29.2L359 310.35l50.13 148.53A16 16 0 0 1 394 480z"/></svg></span> 18 </div> </div> <div class="col-2"> <div class="paper-impl-cell text-center"> </div> </div> </div> <div class="row"> <div class="col-sm-7"> <div class="paper-impl-cell"> <a href="https://github.com/pvdhove/owl-mask-rcnn" onclick="captureOutboundLink('https://github.com/pvdhove/owl-mask-rcnn'); return true;" class="code-table-link"> <span class=" icon-wrapper icon-ion" data-name="logo-github"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M256 32C132.3 32 32 134.9 32 261.7c0 101.5 64.2 187.5 153.2 217.9a17.56 17.56 0 0 0 3.8.4c8.3 0 11.5-6.1 11.5-11.4 0-5.5-.2-19.9-.3-39.1a102.4 102.4 0 0 1-22.6 2.7c-43.1 0-52.9-33.5-52.9-33.5-10.2-26.5-24.9-33.6-24.9-33.6-19.5-13.7-.1-14.1 1.4-14.1h.1c22.5 2 34.3 23.8 34.3 23.8 11.2 19.6 26.2 25.1 39.6 25.1a63 63 0 0 0 25.6-6c2-14.8 7.8-24.9 14.2-30.7-49.7-5.8-102-25.5-102-113.5 0-25.1 8.7-45.6 23-61.6-2.3-5.8-10-29.2 2.2-60.8a18.64 18.64 0 0 1 5-.5c8.1 0 26.4 3.1 56.6 24.1a208.21 208.21 0 0 1 112.2 0c30.2-21 48.5-24.1 56.6-24.1a18.64 18.64 0 0 1 5 .5c12.2 31.6 4.5 55 2.2 60.8 14.3 16.1 23 36.6 23 61.6 0 88.2-52.4 107.6-102.3 113.3 8 7.1 15.2 21.1 15.2 42.5 0 30.7-.3 55.5-.3 63 0 5.4 3.1 11.5 11.4 11.5a19.35 19.35 0 0 0 4-.4C415.9 449.2 480 363.1 480 261.7 480 134.9 379.7 32 256 32z"/></svg></span> pvdhove/owl-mask-rcnn </a> </div> </div> <div class="col-3"> <div class="paper-impl-cell text-nowrap"> <span class=" icon-wrapper icon-ion" data-name="star"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M394 480a16 16 0 0 1-9.39-3L256 383.76 127.39 477a16 16 0 0 1-24.55-18.08L153 310.35 23 221.2a16 16 0 0 1 9-29.2h160.38l48.4-148.95a16 16 0 0 1 30.44 0l48.4 149H480a16 16 0 0 1 9.05 29.2L359 310.35l50.13 148.53A16 16 0 0 1 394 480z"/></svg></span> 17 </div> </div> <div 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class="paper-impl-cell"> <a href="https://github.com/scolocke/Traffic_Sign_ID_GTSRB_GTSDB" onclick="captureOutboundLink('https://github.com/scolocke/Traffic_Sign_ID_GTSRB_GTSDB'); return true;" class="code-table-link"> <span class=" icon-wrapper icon-ion" data-name="logo-github"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M256 32C132.3 32 32 134.9 32 261.7c0 101.5 64.2 187.5 153.2 217.9a17.56 17.56 0 0 0 3.8.4c8.3 0 11.5-6.1 11.5-11.4 0-5.5-.2-19.9-.3-39.1a102.4 102.4 0 0 1-22.6 2.7c-43.1 0-52.9-33.5-52.9-33.5-10.2-26.5-24.9-33.6-24.9-33.6-19.5-13.7-.1-14.1 1.4-14.1h.1c22.5 2 34.3 23.8 34.3 23.8 11.2 19.6 26.2 25.1 39.6 25.1a63 63 0 0 0 25.6-6c2-14.8 7.8-24.9 14.2-30.7-49.7-5.8-102-25.5-102-113.5 0-25.1 8.7-45.6 23-61.6-2.3-5.8-10-29.2 2.2-60.8a18.64 18.64 0 0 1 5-.5c8.1 0 26.4 3.1 56.6 24.1a208.21 208.21 0 0 1 112.2 0c30.2-21 48.5-24.1 56.6-24.1a18.64 18.64 0 0 1 5 .5c12.2 31.6 4.5 55 2.2 60.8 14.3 16.1 23 36.6 23 61.6 0 88.2-52.4 107.6-102.3 113.3 8 7.1 15.2 21.1 15.2 42.5 0 30.7-.3 55.5-.3 63 0 5.4 3.1 11.5 11.4 11.5a19.35 19.35 0 0 0 4-.4C415.9 449.2 480 363.1 480 261.7 480 134.9 379.7 32 256 32z"/></svg></span> scolocke/Traffic_Sign_ID_GTSRB_GTSDB </a> </div> </div> <div class="col-3"> <div class="paper-impl-cell text-nowrap"> <span class=" icon-wrapper icon-ion" data-name="star"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M394 480a16 16 0 0 1-9.39-3L256 383.76 127.39 477a16 16 0 0 1-24.55-18.08L153 310.35 23 221.2a16 16 0 0 1 9-29.2h160.38l48.4-148.95a16 16 0 0 1 30.44 0l48.4 149H480a16 16 0 0 1 9.05 29.2L359 310.35l50.13 148.53A16 16 0 0 1 394 480z"/></svg></span> 6 </div> </div> <div class="col-2"> <div class="paper-impl-cell text-center"> <img class="" 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/> </div> </div> </div> <div class="row"> <div class="col-sm-7"> <div class="paper-impl-cell"> <a href="https://github.com/delldu/MaskRCNN" onclick="captureOutboundLink('https://github.com/delldu/MaskRCNN'); return true;" class="code-table-link"> <span class=" icon-wrapper icon-ion" data-name="logo-github"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M256 32C132.3 32 32 134.9 32 261.7c0 101.5 64.2 187.5 153.2 217.9a17.56 17.56 0 0 0 3.8.4c8.3 0 11.5-6.1 11.5-11.4 0-5.5-.2-19.9-.3-39.1a102.4 102.4 0 0 1-22.6 2.7c-43.1 0-52.9-33.5-52.9-33.5-10.2-26.5-24.9-33.6-24.9-33.6-19.5-13.7-.1-14.1 1.4-14.1h.1c22.5 2 34.3 23.8 34.3 23.8 11.2 19.6 26.2 25.1 39.6 25.1a63 63 0 0 0 25.6-6c2-14.8 7.8-24.9 14.2-30.7-49.7-5.8-102-25.5-102-113.5 0-25.1 8.7-45.6 23-61.6-2.3-5.8-10-29.2 2.2-60.8a18.64 18.64 0 0 1 5-.5c8.1 0 26.4 3.1 56.6 24.1a208.21 208.21 0 0 1 112.2 0c30.2-21 48.5-24.1 56.6-24.1a18.64 18.64 0 0 1 5 .5c12.2 31.6 4.5 55 2.2 60.8 14.3 16.1 23 36.6 23 61.6 0 88.2-52.4 107.6-102.3 113.3 8 7.1 15.2 21.1 15.2 42.5 0 30.7-.3 55.5-.3 63 0 5.4 3.1 11.5 11.4 11.5a19.35 19.35 0 0 0 4-.4C415.9 449.2 480 363.1 480 261.7 480 134.9 379.7 32 256 32z"/></svg></span> delldu/MaskRCNN </a> </div> </div> <div class="col-3"> <div class="paper-impl-cell text-nowrap"> <span class=" icon-wrapper icon-ion" data-name="star"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M394 480a16 16 0 0 1-9.39-3L256 383.76 127.39 477a16 16 0 0 1-24.55-18.08L153 310.35 23 221.2a16 16 0 0 1 9-29.2h160.38l48.4-148.95a16 16 0 0 1 30.44 0l48.4 149H480a16 16 0 0 1 9.05 29.2L359 310.35l50.13 148.53A16 16 0 0 1 394 480z"/></svg></span> 6 </div> </div> <div class="col-2"> <div class="paper-impl-cell text-center"> <img class="" src="https://production-assets.paperswithcode.com/perf/images/frameworks/pytorch-2fbf2cb9.png" /> </div> </div> </div> <div class="row"> <div class="col-sm-7"> <div class="paper-impl-cell"> <a href="https://github.com/George-Ogden/Mask-RCNN" onclick="captureOutboundLink('https://github.com/George-Ogden/Mask-RCNN'); return true;" class="code-table-link"> <span class=" icon-wrapper icon-ion" data-name="logo-github"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M256 32C132.3 32 32 134.9 32 261.7c0 101.5 64.2 187.5 153.2 217.9a17.56 17.56 0 0 0 3.8.4c8.3 0 11.5-6.1 11.5-11.4 0-5.5-.2-19.9-.3-39.1a102.4 102.4 0 0 1-22.6 2.7c-43.1 0-52.9-33.5-52.9-33.5-10.2-26.5-24.9-33.6-24.9-33.6-19.5-13.7-.1-14.1 1.4-14.1h.1c22.5 2 34.3 23.8 34.3 23.8 11.2 19.6 26.2 25.1 39.6 25.1a63 63 0 0 0 25.6-6c2-14.8 7.8-24.9 14.2-30.7-49.7-5.8-102-25.5-102-113.5 0-25.1 8.7-45.6 23-61.6-2.3-5.8-10-29.2 2.2-60.8a18.64 18.64 0 0 1 5-.5c8.1 0 26.4 3.1 56.6 24.1a208.21 208.21 0 0 1 112.2 0c30.2-21 48.5-24.1 56.6-24.1a18.64 18.64 0 0 1 5 .5c12.2 31.6 4.5 55 2.2 60.8 14.3 16.1 23 36.6 23 61.6 0 88.2-52.4 107.6-102.3 113.3 8 7.1 15.2 21.1 15.2 42.5 0 30.7-.3 55.5-.3 63 0 5.4 3.1 11.5 11.4 11.5a19.35 19.35 0 0 0 4-.4C415.9 449.2 480 363.1 480 261.7 480 134.9 379.7 32 256 32z"/></svg></span> George-Ogden/Mask-RCNN </a> </div> </div> <div class="col-3"> <div class="paper-impl-cell text-nowrap"> <span class=" icon-wrapper icon-ion" data-name="star"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M394 480a16 16 0 0 1-9.39-3L256 383.76 127.39 477a16 16 0 0 1-24.55-18.08L153 310.35 23 221.2a16 16 0 0 1 9-29.2h160.38l48.4-148.95a16 16 0 0 1 30.44 0l48.4 149H480a16 16 0 0 1 9.05 29.2L359 310.35l50.13 148.53A16 16 0 0 1 394 480z"/></svg></span> 6 </div> </div> <div class="col-2"> <div class="paper-impl-cell text-center"> <img class="" src="https://production-assets.paperswithcode.com/perf/images/frameworks/pytorch-2fbf2cb9.png" /> </div> </div> </div> <div class="row"> <div class="col-sm-7"> <div class="paper-impl-cell"> <a href="https://github.com/houssemjebari/Fruit-Detection" onclick="captureOutboundLink('https://github.com/houssemjebari/Fruit-Detection'); return true;" class="code-table-link"> <span class=" icon-wrapper icon-ion" data-name="logo-github"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M256 32C132.3 32 32 134.9 32 261.7c0 101.5 64.2 187.5 153.2 217.9a17.56 17.56 0 0 0 3.8.4c8.3 0 11.5-6.1 11.5-11.4 0-5.5-.2-19.9-.3-39.1a102.4 102.4 0 0 1-22.6 2.7c-43.1 0-52.9-33.5-52.9-33.5-10.2-26.5-24.9-33.6-24.9-33.6-19.5-13.7-.1-14.1 1.4-14.1h.1c22.5 2 34.3 23.8 34.3 23.8 11.2 19.6 26.2 25.1 39.6 25.1a63 63 0 0 0 25.6-6c2-14.8 7.8-24.9 14.2-30.7-49.7-5.8-102-25.5-102-113.5 0-25.1 8.7-45.6 23-61.6-2.3-5.8-10-29.2 2.2-60.8a18.64 18.64 0 0 1 5-.5c8.1 0 26.4 3.1 56.6 24.1a208.21 208.21 0 0 1 112.2 0c30.2-21 48.5-24.1 56.6-24.1a18.64 18.64 0 0 1 5 .5c12.2 31.6 4.5 55 2.2 60.8 14.3 16.1 23 36.6 23 61.6 0 88.2-52.4 107.6-102.3 113.3 8 7.1 15.2 21.1 15.2 42.5 0 30.7-.3 55.5-.3 63 0 5.4 3.1 11.5 11.4 11.5a19.35 19.35 0 0 0 4-.4C415.9 449.2 480 363.1 480 261.7 480 134.9 379.7 32 256 32z"/></svg></span> houssemjebari/Fruit-Detection </a> </div> </div> <div class="col-3"> <div class="paper-impl-cell text-nowrap"> <span class=" icon-wrapper icon-ion" data-name="star"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M394 480a16 16 0 0 1-9.39-3L256 383.76 127.39 477a16 16 0 0 1-24.55-18.08L153 310.35 23 221.2a16 16 0 0 1 9-29.2h160.38l48.4-148.95a16 16 0 0 1 30.44 0l48.4 149H480a16 16 0 0 1 9.05 29.2L359 310.35l50.13 148.53A16 16 0 0 1 394 480z"/></svg></span> 6 </div> </div> <div class="col-2"> <div class="paper-impl-cell text-center"> </div> </div> </div> <div class="row"> <div class="col-sm-7"> <div class="paper-impl-cell"> <a href="https://github.com/RajArPatra/Super-OCR" onclick="captureOutboundLink('https://github.com/RajArPatra/Super-OCR'); return true;" class="code-table-link"> <span class=" icon-wrapper icon-ion" data-name="logo-github"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M256 32C132.3 32 32 134.9 32 261.7c0 101.5 64.2 187.5 153.2 217.9a17.56 17.56 0 0 0 3.8.4c8.3 0 11.5-6.1 11.5-11.4 0-5.5-.2-19.9-.3-39.1a102.4 102.4 0 0 1-22.6 2.7c-43.1 0-52.9-33.5-52.9-33.5-10.2-26.5-24.9-33.6-24.9-33.6-19.5-13.7-.1-14.1 1.4-14.1h.1c22.5 2 34.3 23.8 34.3 23.8 11.2 19.6 26.2 25.1 39.6 25.1a63 63 0 0 0 25.6-6c2-14.8 7.8-24.9 14.2-30.7-49.7-5.8-102-25.5-102-113.5 0-25.1 8.7-45.6 23-61.6-2.3-5.8-10-29.2 2.2-60.8a18.64 18.64 0 0 1 5-.5c8.1 0 26.4 3.1 56.6 24.1a208.21 208.21 0 0 1 112.2 0c30.2-21 48.5-24.1 56.6-24.1a18.64 18.64 0 0 1 5 .5c12.2 31.6 4.5 55 2.2 60.8 14.3 16.1 23 36.6 23 61.6 0 88.2-52.4 107.6-102.3 113.3 8 7.1 15.2 21.1 15.2 42.5 0 30.7-.3 55.5-.3 63 0 5.4 3.1 11.5 11.4 11.5a19.35 19.35 0 0 0 4-.4C415.9 449.2 480 363.1 480 261.7 480 134.9 379.7 32 256 32z"/></svg></span> RajArPatra/Super-OCR </a> </div> <div class="additional-options"> <table> <tr> <td>↳ Quickstart in </td> <td> <div class="colab-logo"> <a href="https://colab.research.google.com/drive/1M58WvFQnr31LwGE-sceo_pauvQS39jxu?usp=sharing" onclick="captureOutboundLink('https://colab.research.google.com/drive/1M58WvFQnr31LwGE-sceo_pauvQS39jxu?usp=sharing'); return true;" class="badge badge-primary"> <img src="data:image/png;base64,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"> Colab </a> </div> <td> </td> </tr> </table> </div> </div> <div class="col-3"> <div class="paper-impl-cell text-nowrap"> <span class=" icon-wrapper icon-ion" data-name="star"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M394 480a16 16 0 0 1-9.39-3L256 383.76 127.39 477a16 16 0 0 1-24.55-18.08L153 310.35 23 221.2a16 16 0 0 1 9-29.2h160.38l48.4-148.95a16 16 0 0 1 30.44 0l48.4 149H480a16 16 0 0 1 9.05 29.2L359 310.35l50.13 148.53A16 16 0 0 1 394 480z"/></svg></span> 5 </div> </div> <div class="col-2"> <div class="paper-impl-cell text-center"> <img class="" src="https://production-assets.paperswithcode.com/perf/images/frameworks/pytorch-2fbf2cb9.png" /> </div> </div> </div> <div class="row"> <div class="col-sm-7"> <div class="paper-impl-cell"> <a href="https://github.com/guanfuchen/py-faster-rcnn" onclick="captureOutboundLink('https://github.com/guanfuchen/py-faster-rcnn'); return true;" class="code-table-link"> <span class=" icon-wrapper icon-ion" data-name="logo-github"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M256 32C132.3 32 32 134.9 32 261.7c0 101.5 64.2 187.5 153.2 217.9a17.56 17.56 0 0 0 3.8.4c8.3 0 11.5-6.1 11.5-11.4 0-5.5-.2-19.9-.3-39.1a102.4 102.4 0 0 1-22.6 2.7c-43.1 0-52.9-33.5-52.9-33.5-10.2-26.5-24.9-33.6-24.9-33.6-19.5-13.7-.1-14.1 1.4-14.1h.1c22.5 2 34.3 23.8 34.3 23.8 11.2 19.6 26.2 25.1 39.6 25.1a63 63 0 0 0 25.6-6c2-14.8 7.8-24.9 14.2-30.7-49.7-5.8-102-25.5-102-113.5 0-25.1 8.7-45.6 23-61.6-2.3-5.8-10-29.2 2.2-60.8a18.64 18.64 0 0 1 5-.5c8.1 0 26.4 3.1 56.6 24.1a208.21 208.21 0 0 1 112.2 0c30.2-21 48.5-24.1 56.6-24.1a18.64 18.64 0 0 1 5 .5c12.2 31.6 4.5 55 2.2 60.8 14.3 16.1 23 36.6 23 61.6 0 88.2-52.4 107.6-102.3 113.3 8 7.1 15.2 21.1 15.2 42.5 0 30.7-.3 55.5-.3 63 0 5.4 3.1 11.5 11.4 11.5a19.35 19.35 0 0 0 4-.4C415.9 449.2 480 363.1 480 261.7 480 134.9 379.7 32 256 32z"/></svg></span> guanfuchen/py-faster-rcnn </a> </div> </div> <div class="col-3"> <div class="paper-impl-cell text-nowrap"> <span class=" icon-wrapper icon-ion" data-name="star"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M394 480a16 16 0 0 1-9.39-3L256 383.76 127.39 477a16 16 0 0 1-24.55-18.08L153 310.35 23 221.2a16 16 0 0 1 9-29.2h160.38l48.4-148.95a16 16 0 0 1 30.44 0l48.4 149H480a16 16 0 0 1 9.05 29.2L359 310.35l50.13 148.53A16 16 0 0 1 394 480z"/></svg></span> 5 </div> </div> <div class="col-2"> <div class="paper-impl-cell text-center"> <img class="" src="https://production-assets.paperswithcode.com/perf/images/frameworks/caffe2-b86950a0.png" /> </div> </div> </div> <div class="row"> <div class="col-sm-7"> <div class="paper-impl-cell"> <a href="https://github.com/hellohaozheng/maskrcnn-mindspore" onclick="captureOutboundLink('https://github.com/hellohaozheng/maskrcnn-mindspore'); return true;" class="code-table-link"> <span class=" icon-wrapper icon-ion" data-name="logo-github"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M256 32C132.3 32 32 134.9 32 261.7c0 101.5 64.2 187.5 153.2 217.9a17.56 17.56 0 0 0 3.8.4c8.3 0 11.5-6.1 11.5-11.4 0-5.5-.2-19.9-.3-39.1a102.4 102.4 0 0 1-22.6 2.7c-43.1 0-52.9-33.5-52.9-33.5-10.2-26.5-24.9-33.6-24.9-33.6-19.5-13.7-.1-14.1 1.4-14.1h.1c22.5 2 34.3 23.8 34.3 23.8 11.2 19.6 26.2 25.1 39.6 25.1a63 63 0 0 0 25.6-6c2-14.8 7.8-24.9 14.2-30.7-49.7-5.8-102-25.5-102-113.5 0-25.1 8.7-45.6 23-61.6-2.3-5.8-10-29.2 2.2-60.8a18.64 18.64 0 0 1 5-.5c8.1 0 26.4 3.1 56.6 24.1a208.21 208.21 0 0 1 112.2 0c30.2-21 48.5-24.1 56.6-24.1a18.64 18.64 0 0 1 5 .5c12.2 31.6 4.5 55 2.2 60.8 14.3 16.1 23 36.6 23 61.6 0 88.2-52.4 107.6-102.3 113.3 8 7.1 15.2 21.1 15.2 42.5 0 30.7-.3 55.5-.3 63 0 5.4 3.1 11.5 11.4 11.5a19.35 19.35 0 0 0 4-.4C415.9 449.2 480 363.1 480 261.7 480 134.9 379.7 32 256 32z"/></svg></span> hellohaozheng/maskrcnn-mindspore </a> </div> </div> <div class="col-3"> <div class="paper-impl-cell text-nowrap"> <span class=" icon-wrapper icon-ion" data-name="star"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M394 480a16 16 0 0 1-9.39-3L256 383.76 127.39 477a16 16 0 0 1-24.55-18.08L153 310.35 23 221.2a16 16 0 0 1 9-29.2h160.38l48.4-148.95a16 16 0 0 1 30.44 0l48.4 149H480a16 16 0 0 1 9.05 29.2L359 310.35l50.13 148.53A16 16 0 0 1 394 480z"/></svg></span> 4 </div> </div> <div class="col-2"> <div class="paper-impl-cell text-center"> <img class="" src="https://production-assets.paperswithcode.com/perf/images/frameworks/mindspore-beada7dc.png" /> </div> </div> </div> <div class="row"> <div class="col-sm-7"> <div class="paper-impl-cell"> <a href="https://github.com/fsafe/Capstone" onclick="captureOutboundLink('https://github.com/fsafe/Capstone'); return true;" class="code-table-link"> <span class=" icon-wrapper icon-ion" data-name="logo-github"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M256 32C132.3 32 32 134.9 32 261.7c0 101.5 64.2 187.5 153.2 217.9a17.56 17.56 0 0 0 3.8.4c8.3 0 11.5-6.1 11.5-11.4 0-5.5-.2-19.9-.3-39.1a102.4 102.4 0 0 1-22.6 2.7c-43.1 0-52.9-33.5-52.9-33.5-10.2-26.5-24.9-33.6-24.9-33.6-19.5-13.7-.1-14.1 1.4-14.1h.1c22.5 2 34.3 23.8 34.3 23.8 11.2 19.6 26.2 25.1 39.6 25.1a63 63 0 0 0 25.6-6c2-14.8 7.8-24.9 14.2-30.7-49.7-5.8-102-25.5-102-113.5 0-25.1 8.7-45.6 23-61.6-2.3-5.8-10-29.2 2.2-60.8a18.64 18.64 0 0 1 5-.5c8.1 0 26.4 3.1 56.6 24.1a208.21 208.21 0 0 1 112.2 0c30.2-21 48.5-24.1 56.6-24.1a18.64 18.64 0 0 1 5 .5c12.2 31.6 4.5 55 2.2 60.8 14.3 16.1 23 36.6 23 61.6 0 88.2-52.4 107.6-102.3 113.3 8 7.1 15.2 21.1 15.2 42.5 0 30.7-.3 55.5-.3 63 0 5.4 3.1 11.5 11.4 11.5a19.35 19.35 0 0 0 4-.4C415.9 449.2 480 363.1 480 261.7 480 134.9 379.7 32 256 32z"/></svg></span> fsafe/Capstone </a> </div> </div> <div class="col-3"> <div class="paper-impl-cell text-nowrap"> <span class=" icon-wrapper icon-ion" data-name="star"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M394 480a16 16 0 0 1-9.39-3L256 383.76 127.39 477a16 16 0 0 1-24.55-18.08L153 310.35 23 221.2a16 16 0 0 1 9-29.2h160.38l48.4-148.95a16 16 0 0 1 30.44 0l48.4 149H480a16 16 0 0 1 9.05 29.2L359 310.35l50.13 148.53A16 16 0 0 1 394 480z"/></svg></span> 4 </div> </div> <div class="col-2"> <div class="paper-impl-cell text-center"> <img class="" src="https://production-assets.paperswithcode.com/perf/images/frameworks/pytorch-2fbf2cb9.png" /> </div> </div> </div> <div class="row"> <div class="col-sm-7"> <div class="paper-impl-cell"> <a href="https://github.com/xiuyu0000/papers_with_examples/tree/main/maskrcnn" onclick="captureOutboundLink('https://github.com/xiuyu0000/papers_with_examples/tree/main/maskrcnn'); return true;" class="code-table-link"> <span class=" icon-wrapper icon-ion" data-name="logo-github"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M256 32C132.3 32 32 134.9 32 261.7c0 101.5 64.2 187.5 153.2 217.9a17.56 17.56 0 0 0 3.8.4c8.3 0 11.5-6.1 11.5-11.4 0-5.5-.2-19.9-.3-39.1a102.4 102.4 0 0 1-22.6 2.7c-43.1 0-52.9-33.5-52.9-33.5-10.2-26.5-24.9-33.6-24.9-33.6-19.5-13.7-.1-14.1 1.4-14.1h.1c22.5 2 34.3 23.8 34.3 23.8 11.2 19.6 26.2 25.1 39.6 25.1a63 63 0 0 0 25.6-6c2-14.8 7.8-24.9 14.2-30.7-49.7-5.8-102-25.5-102-113.5 0-25.1 8.7-45.6 23-61.6-2.3-5.8-10-29.2 2.2-60.8a18.64 18.64 0 0 1 5-.5c8.1 0 26.4 3.1 56.6 24.1a208.21 208.21 0 0 1 112.2 0c30.2-21 48.5-24.1 56.6-24.1a18.64 18.64 0 0 1 5 .5c12.2 31.6 4.5 55 2.2 60.8 14.3 16.1 23 36.6 23 61.6 0 88.2-52.4 107.6-102.3 113.3 8 7.1 15.2 21.1 15.2 42.5 0 30.7-.3 55.5-.3 63 0 5.4 3.1 11.5 11.4 11.5a19.35 19.35 0 0 0 4-.4C415.9 449.2 480 363.1 480 261.7 480 134.9 379.7 32 256 32z"/></svg></span> xiuyu0000/papers_with_examples </a> </div> </div> <div class="col-3"> <div class="paper-impl-cell text-nowrap"> <span class=" icon-wrapper icon-ion" data-name="star"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M394 480a16 16 0 0 1-9.39-3L256 383.76 127.39 477a16 16 0 0 1-24.55-18.08L153 310.35 23 221.2a16 16 0 0 1 9-29.2h160.38l48.4-148.95a16 16 0 0 1 30.44 0l48.4 149H480a16 16 0 0 1 9.05 29.2L359 310.35l50.13 148.53A16 16 0 0 1 394 480z"/></svg></span> 4 </div> </div> <div class="col-2"> <div class="paper-impl-cell text-center"> <img class="" src="https://production-assets.paperswithcode.com/perf/images/frameworks/mindspore-beada7dc.png" /> </div> </div> </div> <div class="row"> <div class="col-sm-7"> <div class="paper-impl-cell"> <a href="https://github.com/Mrnoorsingh/car-parking" onclick="captureOutboundLink('https://github.com/Mrnoorsingh/car-parking'); return true;" class="code-table-link"> <span class=" icon-wrapper icon-ion" data-name="logo-github"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M256 32C132.3 32 32 134.9 32 261.7c0 101.5 64.2 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1.4-14.1h.1c22.5 2 34.3 23.8 34.3 23.8 11.2 19.6 26.2 25.1 39.6 25.1a63 63 0 0 0 25.6-6c2-14.8 7.8-24.9 14.2-30.7-49.7-5.8-102-25.5-102-113.5 0-25.1 8.7-45.6 23-61.6-2.3-5.8-10-29.2 2.2-60.8a18.64 18.64 0 0 1 5-.5c8.1 0 26.4 3.1 56.6 24.1a208.21 208.21 0 0 1 112.2 0c30.2-21 48.5-24.1 56.6-24.1a18.64 18.64 0 0 1 5 .5c12.2 31.6 4.5 55 2.2 60.8 14.3 16.1 23 36.6 23 61.6 0 88.2-52.4 107.6-102.3 113.3 8 7.1 15.2 21.1 15.2 42.5 0 30.7-.3 55.5-.3 63 0 5.4 3.1 11.5 11.4 11.5a19.35 19.35 0 0 0 4-.4C415.9 449.2 480 363.1 480 261.7 480 134.9 379.7 32 256 32z"/></svg></span> noelcodes/Mask_RCNN </a> </div> </div> <div class="col-3"> <div class="paper-impl-cell text-nowrap"> <span class=" icon-wrapper icon-ion" data-name="star"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M394 480a16 16 0 0 1-9.39-3L256 383.76 127.39 477a16 16 0 0 1-24.55-18.08L153 310.35 23 221.2a16 16 0 0 1 9-29.2h160.38l48.4-148.95a16 16 0 0 1 30.44 0l48.4 149H480a16 16 0 0 1 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2.2-60.8a18.64 18.64 0 0 1 5-.5c8.1 0 26.4 3.1 56.6 24.1a208.21 208.21 0 0 1 112.2 0c30.2-21 48.5-24.1 56.6-24.1a18.64 18.64 0 0 1 5 .5c12.2 31.6 4.5 55 2.2 60.8 14.3 16.1 23 36.6 23 61.6 0 88.2-52.4 107.6-102.3 113.3 8 7.1 15.2 21.1 15.2 42.5 0 30.7-.3 55.5-.3 63 0 5.4 3.1 11.5 11.4 11.5a19.35 19.35 0 0 0 4-.4C415.9 449.2 480 363.1 480 261.7 480 134.9 379.7 32 256 32z"/></svg></span> chuanqichen/deepcoaching </a> </div> </div> <div class="col-3"> <div class="paper-impl-cell text-nowrap"> <span class=" icon-wrapper icon-ion" data-name="star"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M394 480a16 16 0 0 1-9.39-3L256 383.76 127.39 477a16 16 0 0 1-24.55-18.08L153 310.35 23 221.2a16 16 0 0 1 9-29.2h160.38l48.4-148.95a16 16 0 0 1 30.44 0l48.4 149H480a16 16 0 0 1 9.05 29.2L359 310.35l50.13 148.53A16 16 0 0 1 394 480z"/></svg></span> 4 </div> </div> <div class="col-2"> <div class="paper-impl-cell text-center"> <img class="" 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0 1 5 .5c12.2 31.6 4.5 55 2.2 60.8 14.3 16.1 23 36.6 23 61.6 0 88.2-52.4 107.6-102.3 113.3 8 7.1 15.2 21.1 15.2 42.5 0 30.7-.3 55.5-.3 63 0 5.4 3.1 11.5 11.4 11.5a19.35 19.35 0 0 0 4-.4C415.9 449.2 480 363.1 480 261.7 480 134.9 379.7 32 256 32z"/></svg></span> MindSpore-paper-code-3/code9 </a> </div> </div> <div class="col-3"> <div class="paper-impl-cell text-nowrap"> <span class=" icon-wrapper icon-ion" data-name="star"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M394 480a16 16 0 0 1-9.39-3L256 383.76 127.39 477a16 16 0 0 1-24.55-18.08L153 310.35 23 221.2a16 16 0 0 1 9-29.2h160.38l48.4-148.95a16 16 0 0 1 30.44 0l48.4 149H480a16 16 0 0 1 9.05 29.2L359 310.35l50.13 148.53A16 16 0 0 1 394 480z"/></svg></span> 0 </div> </div> <div class="col-2"> <div class="paper-impl-cell text-center"> <img class="" src="https://production-assets.paperswithcode.com/perf/images/frameworks/mindspore-beada7dc.png" /> </div> </div> </div> <div class="row"> <div class="col-sm-7"> <div class="paper-impl-cell"> <a href="https://github.com/2023-MindSpore-4/Code10/tree/main/MaskRCNN" onclick="captureOutboundLink('https://github.com/2023-MindSpore-4/Code10/tree/main/MaskRCNN'); return true;" class="code-table-link"> <span class=" icon-wrapper icon-ion" data-name="logo-github"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M256 32C132.3 32 32 134.9 32 261.7c0 101.5 64.2 187.5 153.2 217.9a17.56 17.56 0 0 0 3.8.4c8.3 0 11.5-6.1 11.5-11.4 0-5.5-.2-19.9-.3-39.1a102.4 102.4 0 0 1-22.6 2.7c-43.1 0-52.9-33.5-52.9-33.5-10.2-26.5-24.9-33.6-24.9-33.6-19.5-13.7-.1-14.1 1.4-14.1h.1c22.5 2 34.3 23.8 34.3 23.8 11.2 19.6 26.2 25.1 39.6 25.1a63 63 0 0 0 25.6-6c2-14.8 7.8-24.9 14.2-30.7-49.7-5.8-102-25.5-102-113.5 0-25.1 8.7-45.6 23-61.6-2.3-5.8-10-29.2 2.2-60.8a18.64 18.64 0 0 1 5-.5c8.1 0 26.4 3.1 56.6 24.1a208.21 208.21 0 0 1 112.2 0c30.2-21 48.5-24.1 56.6-24.1a18.64 18.64 0 0 1 5 .5c12.2 31.6 4.5 55 2.2 60.8 14.3 16.1 23 36.6 23 61.6 0 88.2-52.4 107.6-102.3 113.3 8 7.1 15.2 21.1 15.2 42.5 0 30.7-.3 55.5-.3 63 0 5.4 3.1 11.5 11.4 11.5a19.35 19.35 0 0 0 4-.4C415.9 449.2 480 363.1 480 261.7 480 134.9 379.7 32 256 32z"/></svg></span> 2023-MindSpore-4/Code10 </a> </div> </div> <div class="col-3"> <div class="paper-impl-cell text-nowrap"> <span class=" icon-wrapper icon-ion" data-name="star"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M394 480a16 16 0 0 1-9.39-3L256 383.76 127.39 477a16 16 0 0 1-24.55-18.08L153 310.35 23 221.2a16 16 0 0 1 9-29.2h160.38l48.4-148.95a16 16 0 0 1 30.44 0l48.4 149H480a16 16 0 0 1 9.05 29.2L359 310.35l50.13 148.53A16 16 0 0 1 394 480z"/></svg></span> 0 </div> </div> <div class="col-2"> <div class="paper-impl-cell text-center"> <img class="" src="https://production-assets.paperswithcode.com/perf/images/frameworks/mindspore-beada7dc.png" /> </div> </div> </div> <div class="row"> <div class="col-sm-7"> <div class="paper-impl-cell"> <a href="https://github.com/2023-MindSpore-4/Code9/tree/main/MaskRCNN" onclick="captureOutboundLink('https://github.com/2023-MindSpore-4/Code9/tree/main/MaskRCNN'); return true;" class="code-table-link"> <span class=" icon-wrapper icon-ion" data-name="logo-github"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M256 32C132.3 32 32 134.9 32 261.7c0 101.5 64.2 187.5 153.2 217.9a17.56 17.56 0 0 0 3.8.4c8.3 0 11.5-6.1 11.5-11.4 0-5.5-.2-19.9-.3-39.1a102.4 102.4 0 0 1-22.6 2.7c-43.1 0-52.9-33.5-52.9-33.5-10.2-26.5-24.9-33.6-24.9-33.6-19.5-13.7-.1-14.1 1.4-14.1h.1c22.5 2 34.3 23.8 34.3 23.8 11.2 19.6 26.2 25.1 39.6 25.1a63 63 0 0 0 25.6-6c2-14.8 7.8-24.9 14.2-30.7-49.7-5.8-102-25.5-102-113.5 0-25.1 8.7-45.6 23-61.6-2.3-5.8-10-29.2 2.2-60.8a18.64 18.64 0 0 1 5-.5c8.1 0 26.4 3.1 56.6 24.1a208.21 208.21 0 0 1 112.2 0c30.2-21 48.5-24.1 56.6-24.1a18.64 18.64 0 0 1 5 .5c12.2 31.6 4.5 55 2.2 60.8 14.3 16.1 23 36.6 23 61.6 0 88.2-52.4 107.6-102.3 113.3 8 7.1 15.2 21.1 15.2 42.5 0 30.7-.3 55.5-.3 63 0 5.4 3.1 11.5 11.4 11.5a19.35 19.35 0 0 0 4-.4C415.9 449.2 480 363.1 480 261.7 480 134.9 379.7 32 256 32z"/></svg></span> 2023-MindSpore-4/Code9 </a> </div> </div> <div class="col-3"> <div class="paper-impl-cell text-nowrap"> <span class=" icon-wrapper icon-ion" data-name="star"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M394 480a16 16 0 0 1-9.39-3L256 383.76 127.39 477a16 16 0 0 1-24.55-18.08L153 310.35 23 221.2a16 16 0 0 1 9-29.2h160.38l48.4-148.95a16 16 0 0 1 30.44 0l48.4 149H480a16 16 0 0 1 9.05 29.2L359 310.35l50.13 148.53A16 16 0 0 1 394 480z"/></svg></span> 0 </div> </div> <div class="col-2"> <div class="paper-impl-cell text-center"> <img class="" src="https://production-assets.paperswithcode.com/perf/images/frameworks/mindspore-beada7dc.png" /> </div> </div> </div> <div class="row"> <div class="col-sm-7"> <div class="paper-impl-cell"> <a href="https://github.com/MindSpore-paper-code-3/code3/tree/main/faster_rcnn_dcn" onclick="captureOutboundLink('https://github.com/MindSpore-paper-code-3/code3/tree/main/faster_rcnn_dcn'); return true;" class="code-table-link"> <span class=" icon-wrapper icon-ion" data-name="logo-github"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M256 32C132.3 32 32 134.9 32 261.7c0 101.5 64.2 187.5 153.2 217.9a17.56 17.56 0 0 0 3.8.4c8.3 0 11.5-6.1 11.5-11.4 0-5.5-.2-19.9-.3-39.1a102.4 102.4 0 0 1-22.6 2.7c-43.1 0-52.9-33.5-52.9-33.5-10.2-26.5-24.9-33.6-24.9-33.6-19.5-13.7-.1-14.1 1.4-14.1h.1c22.5 2 34.3 23.8 34.3 23.8 11.2 19.6 26.2 25.1 39.6 25.1a63 63 0 0 0 25.6-6c2-14.8 7.8-24.9 14.2-30.7-49.7-5.8-102-25.5-102-113.5 0-25.1 8.7-45.6 23-61.6-2.3-5.8-10-29.2 2.2-60.8a18.64 18.64 0 0 1 5-.5c8.1 0 26.4 3.1 56.6 24.1a208.21 208.21 0 0 1 112.2 0c30.2-21 48.5-24.1 56.6-24.1a18.64 18.64 0 0 1 5 .5c12.2 31.6 4.5 55 2.2 60.8 14.3 16.1 23 36.6 23 61.6 0 88.2-52.4 107.6-102.3 113.3 8 7.1 15.2 21.1 15.2 42.5 0 30.7-.3 55.5-.3 63 0 5.4 3.1 11.5 11.4 11.5a19.35 19.35 0 0 0 4-.4C415.9 449.2 480 363.1 480 261.7 480 134.9 379.7 32 256 32z"/></svg></span> MindSpore-paper-code-3/code3 </a> </div> </div> <div class="col-3"> <div class="paper-impl-cell text-nowrap"> <span class=" icon-wrapper icon-ion" data-name="star"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M394 480a16 16 0 0 1-9.39-3L256 383.76 127.39 477a16 16 0 0 1-24.55-18.08L153 310.35 23 221.2a16 16 0 0 1 9-29.2h160.38l48.4-148.95a16 16 0 0 1 30.44 0l48.4 149H480a16 16 0 0 1 9.05 29.2L359 310.35l50.13 148.53A16 16 0 0 1 394 480z"/></svg></span> 0 </div> </div> <div class="col-2"> <div class="paper-impl-cell text-center"> <img class="" src="https://production-assets.paperswithcode.com/perf/images/frameworks/mindspore-beada7dc.png" /> </div> </div> </div> <div class="row"> <div class="col-sm-7"> <div class="paper-impl-cell"> <a 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onclick="captureOutboundLink('https://github.com/2023-MindSpore-1/ms-code-207'); return true;" class="code-table-link"> <span class=" icon-wrapper icon-ion" data-name="logo-github"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M256 32C132.3 32 32 134.9 32 261.7c0 101.5 64.2 187.5 153.2 217.9a17.56 17.56 0 0 0 3.8.4c8.3 0 11.5-6.1 11.5-11.4 0-5.5-.2-19.9-.3-39.1a102.4 102.4 0 0 1-22.6 2.7c-43.1 0-52.9-33.5-52.9-33.5-10.2-26.5-24.9-33.6-24.9-33.6-19.5-13.7-.1-14.1 1.4-14.1h.1c22.5 2 34.3 23.8 34.3 23.8 11.2 19.6 26.2 25.1 39.6 25.1a63 63 0 0 0 25.6-6c2-14.8 7.8-24.9 14.2-30.7-49.7-5.8-102-25.5-102-113.5 0-25.1 8.7-45.6 23-61.6-2.3-5.8-10-29.2 2.2-60.8a18.64 18.64 0 0 1 5-.5c8.1 0 26.4 3.1 56.6 24.1a208.21 208.21 0 0 1 112.2 0c30.2-21 48.5-24.1 56.6-24.1a18.64 18.64 0 0 1 5 .5c12.2 31.6 4.5 55 2.2 60.8 14.3 16.1 23 36.6 23 61.6 0 88.2-52.4 107.6-102.3 113.3 8 7.1 15.2 21.1 15.2 42.5 0 30.7-.3 55.5-.3 63 0 5.4 3.1 11.5 11.4 11.5a19.35 19.35 0 0 0 4-.4C415.9 449.2 480 363.1 480 261.7 480 134.9 379.7 32 256 32z"/></svg></span> 2023-MindSpore-1/ms-code-207 </a> </div> </div> <div class="col-3"> <div class="paper-impl-cell text-nowrap"> <span class=" icon-wrapper icon-ion" data-name="star"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M394 480a16 16 0 0 1-9.39-3L256 383.76 127.39 477a16 16 0 0 1-24.55-18.08L153 310.35 23 221.2a16 16 0 0 1 9-29.2h160.38l48.4-148.95a16 16 0 0 1 30.44 0l48.4 149H480a16 16 0 0 1 9.05 29.2L359 310.35l50.13 148.53A16 16 0 0 1 394 480z"/></svg></span> 0 </div> </div> <div class="col-2"> <div class="paper-impl-cell text-center"> <img class="" src="https://production-assets.paperswithcode.com/perf/images/frameworks/mindspore-beada7dc.png" /> </div> </div> </div> <div class="row"> <div class="col-sm-7"> <div class="paper-impl-cell"> <a href="https://github.com/yangyucheng000/Mask-RCNN" onclick="captureOutboundLink('https://github.com/yangyucheng000/Mask-RCNN'); return true;" class="code-table-link"> <span class=" icon-wrapper icon-ion" data-name="logo-github"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M256 32C132.3 32 32 134.9 32 261.7c0 101.5 64.2 187.5 153.2 217.9a17.56 17.56 0 0 0 3.8.4c8.3 0 11.5-6.1 11.5-11.4 0-5.5-.2-19.9-.3-39.1a102.4 102.4 0 0 1-22.6 2.7c-43.1 0-52.9-33.5-52.9-33.5-10.2-26.5-24.9-33.6-24.9-33.6-19.5-13.7-.1-14.1 1.4-14.1h.1c22.5 2 34.3 23.8 34.3 23.8 11.2 19.6 26.2 25.1 39.6 25.1a63 63 0 0 0 25.6-6c2-14.8 7.8-24.9 14.2-30.7-49.7-5.8-102-25.5-102-113.5 0-25.1 8.7-45.6 23-61.6-2.3-5.8-10-29.2 2.2-60.8a18.64 18.64 0 0 1 5-.5c8.1 0 26.4 3.1 56.6 24.1a208.21 208.21 0 0 1 112.2 0c30.2-21 48.5-24.1 56.6-24.1a18.64 18.64 0 0 1 5 .5c12.2 31.6 4.5 55 2.2 60.8 14.3 16.1 23 36.6 23 61.6 0 88.2-52.4 107.6-102.3 113.3 8 7.1 15.2 21.1 15.2 42.5 0 30.7-.3 55.5-.3 63 0 5.4 3.1 11.5 11.4 11.5a19.35 19.35 0 0 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true;" class="code-table-link"> <span class=" icon-wrapper icon-ion" data-name="logo-github"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M256 32C132.3 32 32 134.9 32 261.7c0 101.5 64.2 187.5 153.2 217.9a17.56 17.56 0 0 0 3.8.4c8.3 0 11.5-6.1 11.5-11.4 0-5.5-.2-19.9-.3-39.1a102.4 102.4 0 0 1-22.6 2.7c-43.1 0-52.9-33.5-52.9-33.5-10.2-26.5-24.9-33.6-24.9-33.6-19.5-13.7-.1-14.1 1.4-14.1h.1c22.5 2 34.3 23.8 34.3 23.8 11.2 19.6 26.2 25.1 39.6 25.1a63 63 0 0 0 25.6-6c2-14.8 7.8-24.9 14.2-30.7-49.7-5.8-102-25.5-102-113.5 0-25.1 8.7-45.6 23-61.6-2.3-5.8-10-29.2 2.2-60.8a18.64 18.64 0 0 1 5-.5c8.1 0 26.4 3.1 56.6 24.1a208.21 208.21 0 0 1 112.2 0c30.2-21 48.5-24.1 56.6-24.1a18.64 18.64 0 0 1 5 .5c12.2 31.6 4.5 55 2.2 60.8 14.3 16.1 23 36.6 23 61.6 0 88.2-52.4 107.6-102.3 113.3 8 7.1 15.2 21.1 15.2 42.5 0 30.7-.3 55.5-.3 63 0 5.4 3.1 11.5 11.4 11.5a19.35 19.35 0 0 0 4-.4C415.9 449.2 480 363.1 480 261.7 480 134.9 379.7 32 256 32z"/></svg></span> 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onclick="captureOutboundLink('https://github.com/Krupal09/MaskRCNN-Demo'); return true;" class="code-table-link"> <span class=" icon-wrapper icon-ion" data-name="logo-github"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M256 32C132.3 32 32 134.9 32 261.7c0 101.5 64.2 187.5 153.2 217.9a17.56 17.56 0 0 0 3.8.4c8.3 0 11.5-6.1 11.5-11.4 0-5.5-.2-19.9-.3-39.1a102.4 102.4 0 0 1-22.6 2.7c-43.1 0-52.9-33.5-52.9-33.5-10.2-26.5-24.9-33.6-24.9-33.6-19.5-13.7-.1-14.1 1.4-14.1h.1c22.5 2 34.3 23.8 34.3 23.8 11.2 19.6 26.2 25.1 39.6 25.1a63 63 0 0 0 25.6-6c2-14.8 7.8-24.9 14.2-30.7-49.7-5.8-102-25.5-102-113.5 0-25.1 8.7-45.6 23-61.6-2.3-5.8-10-29.2 2.2-60.8a18.64 18.64 0 0 1 5-.5c8.1 0 26.4 3.1 56.6 24.1a208.21 208.21 0 0 1 112.2 0c30.2-21 48.5-24.1 56.6-24.1a18.64 18.64 0 0 1 5 .5c12.2 31.6 4.5 55 2.2 60.8 14.3 16.1 23 36.6 23 61.6 0 88.2-52.4 107.6-102.3 113.3 8 7.1 15.2 21.1 15.2 42.5 0 30.7-.3 55.5-.3 63 0 5.4 3.1 11.5 11.4 11.5a19.35 19.35 0 0 0 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Colab </a> </div> <td> </td> </tr> </table> </div> </div> <div class="col-3"> <div class="paper-impl-cell text-nowrap"> <span class=" icon-wrapper icon-ion" data-name="star"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M394 480a16 16 0 0 1-9.39-3L256 383.76 127.39 477a16 16 0 0 1-24.55-18.08L153 310.35 23 221.2a16 16 0 0 1 9-29.2h160.38l48.4-148.95a16 16 0 0 1 30.44 0l48.4 149H480a16 16 0 0 1 9.05 29.2L359 310.35l50.13 148.53A16 16 0 0 1 394 480z"/></svg></span> 0 </div> </div> <div class="col-2"> <div class="paper-impl-cell text-center"> <img class="" 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xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M256 32C132.3 32 32 134.9 32 261.7c0 101.5 64.2 187.5 153.2 217.9a17.56 17.56 0 0 0 3.8.4c8.3 0 11.5-6.1 11.5-11.4 0-5.5-.2-19.9-.3-39.1a102.4 102.4 0 0 1-22.6 2.7c-43.1 0-52.9-33.5-52.9-33.5-10.2-26.5-24.9-33.6-24.9-33.6-19.5-13.7-.1-14.1 1.4-14.1h.1c22.5 2 34.3 23.8 34.3 23.8 11.2 19.6 26.2 25.1 39.6 25.1a63 63 0 0 0 25.6-6c2-14.8 7.8-24.9 14.2-30.7-49.7-5.8-102-25.5-102-113.5 0-25.1 8.7-45.6 23-61.6-2.3-5.8-10-29.2 2.2-60.8a18.64 18.64 0 0 1 5-.5c8.1 0 26.4 3.1 56.6 24.1a208.21 208.21 0 0 1 112.2 0c30.2-21 48.5-24.1 56.6-24.1a18.64 18.64 0 0 1 5 .5c12.2 31.6 4.5 55 2.2 60.8 14.3 16.1 23 36.6 23 61.6 0 88.2-52.4 107.6-102.3 113.3 8 7.1 15.2 21.1 15.2 42.5 0 30.7-.3 55.5-.3 63 0 5.4 3.1 11.5 11.4 11.5a19.35 19.35 0 0 0 4-.4C415.9 449.2 480 363.1 480 261.7 480 134.9 379.7 32 256 32z"/></svg></span> ls5122/mask-rcnn </a> </div> <div class="additional-options"> <table> <tr> <td>↳ Quickstart in </td> <td> <div class="colab-logo"> <a href="https://colab.research.google.com/github/pytorch/vision/blob/temp-tutorial/tutorials/torchvision" onclick="captureOutboundLink('https://colab.research.google.com/github/pytorch/vision/blob/temp-tutorial/tutorials/torchvision'); return true;" class="badge badge-primary"> <img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAQAAAAEABAMAAACuXLVVAAAAMFBMVEVHcEz/4iL/1wX/3QP/2QX/2QT/6Rn/3wP/2Ab/6hH/3wj/xgf/2wr/xgf/wgb/2DaUlkxKAAAADnRSTlMA/QkaYEXoL3/Ml+yw0UlnwhAAAAfLSURBVHja7VtdaBRXFF5mEtbXBQlGJLvkh4hPi1GSBgtprbGmtgT/olEfFmJqJNSgtVFqwZ9ooynCorVGBDFaNWDzZKkYDfhbE6V9qFLQRljoQ3D1wrwECoXpzOzf3Lkz9547me2+nC+vJ/ee/c655+eeO6EQAoFAIBAIBAKBQCAQCAQCgUAgEAgEAoFAIBAIBAKBQMBQs3zjho7+huqYSLC6cd/Gj1Zt7F8aC3B3pXHD6Nnuiu6e4amBjqV8wRvD3Qnjr+fCFa6kFOo/nkxE9Kiu65oW6XmyOsYXzCBiSHYEwoLy5WQiqhcQ6Xm4x0NwlBI0JK8EQELNWnpVc+HelS4/Te1MOgX1ivPr50z/iYjOQKv8ltFAXZvQXSR756hB/WhUd0PltRhkf1ODlXPa/7j7/oYGNAfKGi9BrXed//3VE17LGhoctUt27vYU1Hb1+fb/bd7763pve0GyKckR1M7FfSrQlNB56+7Mr1t+T+dK/urTAfjLFtZVW6N8ycoPfRlgjWDZ/LrNuwWC+k4/RqhL6MJ1YxCmfBpB+TQlYkBfZP2wLUI5gyz5k1A7QSKiZXeYgmVJ8f669r00AUOEiCjQRkzBVh2CynZJBRZPECKi4B+T17LdIAW0HyQJ+MTYX0TBfMsDQPvrVW/ish5ARBRo980YlIQRQMiIlAJbrf35FMyaZj0QhRFAyC2Z8ij8OqMAl4IFxorqPSgBJN0iocCK7P48CrTTpq+CCSDkhYQLnsopwKHAskArmABC3sLdsGyCiClYaFggfBFOACFHwAp8Q4iYAvNgN0fhBBDyM9gCYzYF8hREDNgt0OJlAc0QjLoQQN5BbVA+QRgKIj1Tg4MnbR2CmYhUFwtoFReuDw7eOBthCCDkkOwZyFOg9VzZa/QYSoPRe9gSkcsZqDi/usFwjprGtrNRBwHwczBEKWBQoJ1fn4siNW0ZDTTTozaxOefHXC+kLLsadRBA3sTkolCOgsg5Wy+mdFoaVBoWUC5xi/W6jAYFAkgalhLnEQd27WFr5S5TU2cinKXblbrHNAGE3Jc+hCZuOXpR1SgWrVJgicMFtDMOipclKQKAB1H5jN4/zZS0Rga0SoGvnBVaH9tYUATAnEB1uMAL9p8ORq1S4LCDgMusO92ron9Mn1wctqKHi+Oolx6E2DjsVns3f0H/GkgkWOIgwE2muZ0txrQRz8qqgD8ACmynSXPN4kqMTQQL45zSSsYLT9FHwNttDkCqTmVI1guV36j/eOAt+QFdIrdD4jogH4UnRC6Y0/QSU6CJ4yogFpZRGs9wjit1CLQHMJMekjwEHK8tpw7BrGfJ+T6RC8a0PKeSnRdl+1TXc0At+Ce0I8i6ACdy0ZlgPjC53hQqQEWOGc6peY/ywdOQEtvA33JhgBc3qFSkHQFyKgwEVEHKjZybmCYB4lXC5kCl4hCvkm9lOnVIgSOMRJTLcNu5w84uBZRe3/VJKcAhlg6EC6BVvjAUUtI8vmgFusAVTouMAm85xKq/M9dVoPTWIpMK4Ap8XhwF3gSjwFhxFLjobJVLqkApGPg/TFCKU1DyY1j0QCSMhMGH4rBUKPaZjP6NB5WMipCOF0ulY9pj4AVJS1AFieKzJBsJqiQrdlEqropLXpYH3piUSTYmJW/N/Danp2HNqXhqUR5we14u256rPi8oZkEXFIChhVLUK5oZwEXhVsAlVeaqrEiXVCsA13TW73Be0112I4C+c+NZVOaiMnwt5HJR2SV0QdjoLiy+qt1ihR2FvqrVXFR1EiBMxi4H1+WyujY5e4RJR3oVeR4TeAAvrNjwteO6/rbzuv54tgaksoFmqHrUSaZj9kJ+ASmwRDCwMN+WWDagBhbmtfiddVwDQCeHzMhGs49sVGtkY13J2GOhxpKldDoMwIurnFBEotTQKvtmbIejKMrOBV6us2nq3B8UhtiZTUrPju1iIaUmP7Yzh1a2jJwfjNw5lhmbKcu/Y/YH5GK3SBDNDy4HbINLqwYrJMTCYCT9cqCjf9+Gk6+Y7eEDfCofpXI7OiayXfbKmJoMpe9OT48TF8DH59sZAjxesOTSQRWBAP6AwBY/Utw3PNlorIH2T8PH9+qYkADKBjACJB4wFM5BSvA6yxpfwwgAnwEqiXEeKFgjCusRC4wAYBSip20p4Vu6A1EoATdjEgpkXnJxCciOqcJJIAESLlgo5VL8pyGmDZQtEZgCUu+YDDQJCchW4rUJGAFyL7kM7xoSEZCrxLeBFJiRJMDyAtEbnUwlro4F7wEZLxARkOuGmovgARYFwket2hm33sM1Bvh516scF5lgUTa01L4WKfAo5Aeit4qz+U7koGD/23FfCggeLNuerKhDwRsgX/+CHs2XP+WdgGshv+A+76d+1jJvN0g/ivlWIFR/1fMDB/rDCaXJS4P083hoDqhz10CrdDZByn53DdIP57S/ocGo20cuvatZyf1Pi7G/YQX26xX3j3eU5T8xncDdY7HQnFG9+XEC9PmSUt9GNwPjT9YHsL+BxrbJRLYliER6rnt/wKXsO/kqz8L41Kp4KCCY37BNDnd3Dw9PDfB/lNK4+caz6enpv54F+K1bZuWaxv7+vUurs/dDnmKGyaobTMFYKHgUY00EAoFAIBAIBAKBQCAQCAQCgUAgEAgEAoFAIBAIBAJRevwHTOIhz/MJodQAAAAASUVORK5CYII="> Colab </a> </div> <td> </td> </tr> </table> </div> </div> <div class="col-3"> <div class="paper-impl-cell text-nowrap"> <span class=" icon-wrapper icon-ion" data-name="star"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M394 480a16 16 0 0 1-9.39-3L256 383.76 127.39 477a16 16 0 0 1-24.55-18.08L153 310.35 23 221.2a16 16 0 0 1 9-29.2h160.38l48.4-148.95a16 16 0 0 1 30.44 0l48.4 149H480a16 16 0 0 1 9.05 29.2L359 310.35l50.13 148.53A16 16 0 0 1 394 480z"/></svg></span> 0 </div> </div> <div class="col-2"> <div class="paper-impl-cell text-center"> <img class="" src="https://production-assets.paperswithcode.com/perf/images/frameworks/pytorch-2fbf2cb9.png" /> </div> </div> </div> <div class="table-options"> <a href="#" id="implementations-see-less-trigger">Collapse 176</a> implementations </div> </div> </div> </div> <div class="col-md-5 paper-section" id="tasks"> <div class="paper-section-title"> <div class="row"> <div class="col-md-12"> <h2>Tasks <div class="float-right"> <div class="dropdown edit-button"> <button class="dropdown-toggle badge badge-edit" type="button" id="taskEditMenu" data-bs-toggle="dropdown" aria-haspopup="true" aria-expanded="false"> <span class=" icon-wrapper icon-fa icon-fa-solid" data-name="edit"><svg viewBox="0 0 576 514.999" xmlns="http://www.w3.org/2000/svg"><path d="M402.6 85.198l90.2 90.2c3.8 3.8 3.8 10 0 13.8l-218.399 218.4-92.8 10.3c-12.4 1.4-22.9-9.1-21.5-21.5l10.3-92.8 218.4-218.4c3.799-3.8 10-3.8 13.799 0zm162-22.9c15.2 15.2 15.2 39.9 0 55.2l-35.4 35.4c-3.8 3.8-10 3.8-13.8 0l-90.2-90.2c-3.8-3.8-3.8-10 0-13.8l35.4-35.4c15.3-15.2 40-15.2 55.2 0zM384 348.198c0-3.2 1.3-6.2 3.5-8.5l40-40c7.6-7.5 20.5-2.2 20.5 8.5v157.8c0 26.5-21.5 48-48 48H48c-26.5 0-48-21.5-48-48v-352c0-26.5 21.5-48 48-48h285.8c10.7 0 16.1 12.9 8.5 20.5l-40 40c-2.3 2.2-5.3 3.5-8.5 3.5H64v320h320v-101.8z"/></svg></span> Edit </button> <div class="dropdown-menu dropdown-menu-end" aria-labelledby="taskEditMenu"> <a 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<span>3D Instance Segmentation</span> </span> </a> <a href="/task/human-part-segmentation"> <span class="badge badge-primary"> <img src="https://production-media.paperswithcode.com/tasks/default.gif"> <span>Human Part Segmentation</span> </span> </a> <a href="/task/instance-segmentation"> <span class="badge badge-primary"> <img src="https://production-media.paperswithcode.com/thumbnails/task/task-0000000003-d945c034_vTlkCrf.jpg"> <span>Instance Segmentation</span> </span> </a> <a href="/task/keypoint-detection"> <span class="badge badge-primary"> <img src="https://production-media.paperswithcode.com/thumbnails/task/3ac2557f-8bc4-4d21-a65f-d5dfd1f4f11a.jpg"> <span>Keypoint Detection</span> </span> </a> <a href="/task/keypoint-estimation"> <span class="badge badge-primary"> <img src="https://production-media.paperswithcode.com/tasks/default.gif"> <span>Keypoint Estimation</span> </span> </a> <a href="/task/multi-human-parsing"> <span class="badge badge-primary"> <img src="https://production-media.paperswithcode.com/thumbnails/task/task-0000001230-7da02f47.jpg"> <span>Multi-Human Parsing</span> </span> </a> <a href="/task/multi-person-pose-estimation"> <span class="badge badge-primary"> <img src="https://production-media.paperswithcode.com/thumbnails/task/task-0000000683-1f54f214_6Wkm190.jpg"> <span>Multi-Person Pose Estimation</span> </span> </a> <a href="/task/multi-tissue-nucleus-segmentation"> <span class="badge badge-primary"> <img src="https://production-media.paperswithcode.com/tasks/default.gif"> <span>Multi-tissue Nucleus Segmentation</span> </span> </a> <a href="/task/nuclear-segmentation"> <span class="badge badge-primary"> <img src="https://production-media.paperswithcode.com/tasks/default.gif"> <span>Nuclear Segmentation</span> </span> </a> <a href="/task/object"> <span class="badge badge-primary"> <img src="https://production-media.paperswithcode.com/tasks/default.gif"> <span>Object</span> </span> </a> <a href="/task/object-detection"> <span class="badge badge-primary"> <img src="https://production-media.paperswithcode.com/thumbnails/task/b72ce63a-6ec5-4dc1-9d9c-f3a5c7d9629c.jpg"> <span>Object Detection</span> </span> </a> <a href="/task/object-localization"> <span class="badge badge-primary"> <img src="https://production-media.paperswithcode.com/tasks/default.gif"> <span>Object Localization</span> </span> </a> <a href="/task/object-segmentation"> <span class="badge badge-primary"> <img src="https://production-media.paperswithcode.com/tasks/default.gif"> <span>Object Segmentation</span> </span> </a> <a href="/task/panoptic-segmentation"> <span class="badge badge-primary"> <img src="https://production-media.paperswithcode.com/thumbnails/task/task-0000000895-b36c6778.jpg"> <span>Panoptic Segmentation</span> </span> </a> <a href="/task/pose-estimation"> <span class="badge badge-primary"> <img src="https://production-media.paperswithcode.com/thumbnails/task/486329f2-4c5f-46f4-8e33-35c4e257626c.jpg"> <span>Pose Estimation</span> </span> </a> <a href="/task/real-time-object-detection"> <span class="badge badge-primary"> <img src="https://production-media.paperswithcode.com/thumbnails/task/task-0000000741-47d0617a.jpg"> <span>Real-Time Object Detection</span> </span> </a> <a href="/task/segmentation"> <span class="badge badge-primary"> <img src="https://production-media.paperswithcode.com/tasks/default.gif"> <span>Segmentation</span> </span> </a> <a href="/task/semantic-segmentation"> <span class="badge badge-primary"> <img src="https://production-media.paperswithcode.com/thumbnails/task/0d834282-fd21-4e57-be69-d5c2ed538690.jpg"> <span>Semantic Segmentation</span> </span> </a> </div> </div> </div> </div> </div> </div> <div class="row"> <div class="col-md-12 paper-section paper-evaluation-section-title" id="datasets"> <div class="paper-section-title"> <div class="row"> <div class="col-md-12 zero-padding-datasets"> <h2>Datasets <div class="float-right"> <div class="dropdown edit-button"> <button class="dropdown-toggle badge badge-edit" type="button" id="datasetEditMenu" data-bs-toggle="modal" data-bs-target="#loginModal" aria-haspopup="true" aria-expanded="false"> <span class=" icon-wrapper icon-fa icon-fa-solid" data-name="edit"><svg viewBox="0 0 576 514.999" xmlns="http://www.w3.org/2000/svg"><path d="M402.6 85.198l90.2 90.2c3.8 3.8 3.8 10 0 13.8l-218.399 218.4-92.8 10.3c-12.4 1.4-22.9-9.1-21.5-21.5l10.3-92.8 218.4-218.4c3.799-3.8 10-3.8 13.799 0zm162-22.9c15.2 15.2 15.2 39.9 0 55.2l-35.4 35.4c-3.8 3.8-10 3.8-13.8 0l-90.2-90.2c-3.8-3.8-3.8-10 0-13.8l35.4-35.4c15.3-15.2 40-15.2 55.2 0zM384 348.198c0-3.2 1.3-6.2 3.5-8.5l40-40c7.6-7.5 20.5-2.2 20.5 8.5v157.8c0 26.5-21.5 48-48 48H48c-26.5 0-48-21.5-48-48v-352c0-26.5 21.5-48 48-48h285.8c10.7 0 16.1 12.9 8.5 20.5l-40 40c-2.3 2.2-5.3 3.5-8.5 3.5H64v320h320v-101.8z"/></svg></span> Edit </button> </div> </div> </h2> <hr/> </div> </div> <div class="paper-datasets"> <div class="row"> <div class="col-md-12"> <p><b>Introduced in the Paper:</b></p> <span class="badge badge-primary"> <a href="/dataset/prid2011"> <span class="icon-list-image" style="opacity:0.4;color:#A59F78"><span class=" icon-wrapper icon-fa icon-fa-solid" data-name="file"><svg viewBox="0 0 384 514.999" xmlns="http://www.w3.org/2000/svg"><path d="M224 137.998c0 13.2 10.8 24 24 24h136v328c0 13.3-10.7 24-24 24H24c-13.3 0-24-10.7-24-24v-464c0-13.3 10.7-24 24-24h200v136zm160-14.1v6.1H256v-128h6.1c6.4 0 12.5 2.5 17 7l97.9 98c4.5 4.5 7 10.6 7 16.9z"/></svg></span></span> PRID2011 </a> </span> <p><b>Used in the Paper:</b></p> <span class="badge badge-primary"> <a href="/dataset/coco"> <img class="dataset-list-image" src="https://production-media.paperswithcode.com/thumbnails/dataset-small/27f0ed21-ec80-4342-bb0d-e48703699519.jpg"> MS COCO </a> </span> <span class="badge badge-primary"> <a href="/dataset/cityscapes"> <img class="dataset-list-image" src="https://production-media.paperswithcode.com/thumbnails/dataset-small/dataset-0000003508-ba430ddf.jpg"> Cityscapes </a> </span> <span class="badge badge-primary"> <a href="/dataset/scannet"> <img class="dataset-list-image" src="https://production-media.paperswithcode.com/thumbnails/dataset-small/dataset-0000000495-3644e0df.jpg"> ScanNet </a> </span> <span class="badge badge-primary"> <a href="/dataset/bdd100k"> <img class="dataset-list-image" src="https://production-media.paperswithcode.com/thumbnails/dataset-small/dataset-0000000329-c2e825ab.gif"> BDD100K </a> </span> <span class="badge badge-primary"> <a href="/dataset/crowdpose"> <img class="dataset-list-image" src="https://production-media.paperswithcode.com/thumbnails/dataset-small/dataset-0000001017-2a8afdad.gif"> CrowdPose </a> </span> <span class="badge badge-primary"> <a href="/dataset/isaid"> <img class="dataset-list-image" src="https://production-media.paperswithcode.com/thumbnails/dataset-small/dataset-0000003041-23b13aa2.jpg"> iSAID </a> </span> <span class="badge badge-primary"> <a href="/dataset/ochuman"> <img class="dataset-list-image" src="https://production-media.paperswithcode.com/thumbnails/dataset-small/dataset-0000000841-2ffc5eba.jpg"> OCHuman </a> </span> <span class="badge badge-primary"> <a href="/dataset/coco-o"> <img class="dataset-list-image" src="https://production-media.paperswithcode.com/thumbnails/dataset-small/e9d83a98-2acd-44c2-aa6d-84eb697f52e6.jpg"> COCO-O </a> </span> <span class="badge badge-primary"> <a href="/dataset/kumar"> <img class="dataset-list-image" src="https://production-media.paperswithcode.com/thumbnails/dataset-small/dataset-0000002407-20c8606d.jpg"> Kumar </a> </span> <span class="badge badge-primary"> <a href="/dataset/mhp"> <img class="dataset-list-image" src="https://production-media.paperswithcode.com/thumbnails/dataset-small/dataset-0000000053-1d201033.jpg"> MHP </a> </span> <span class="badge badge-primary"> <a href="/dataset/grit"> <img class="dataset-list-image" src="https://production-media.paperswithcode.com/thumbnails/dataset-small/6d8870d1-feab-4ae1-9c29-f5b191b62768.jpg"> GRIT </a> </span> <span class="badge badge-primary"> <a href="/dataset/cell"> <img class="dataset-list-image" src="https://production-media.paperswithcode.com/thumbnails/dataset-small/dataset-0000001971-864f0f2f.jpg"> Cell </a> </span> </div> </div> </div> </div> </div> </div>  <div class="row"> <div id="results" class="col-md-12 paper-evaluation-section-title"> <div class="paper-section-title"> <div class="row"> <div class="col-md-12 zero-padding"> <h2>Results from the Paper <div class="float-right"> <div class="edit-button"> <a class="dropdown-toggle badge badge-edit" id="evalEditMenu" href="/paper/mask-r-cnn/review/"> <span class=" icon-wrapper icon-fa icon-fa-solid" data-name="edit"><svg viewBox="0 0 576 514.999" xmlns="http://www.w3.org/2000/svg"><path d="M402.6 85.198l90.2 90.2c3.8 3.8 3.8 10 0 13.8l-218.399 218.4-92.8 10.3c-12.4 1.4-22.9-9.1-21.5-21.5l10.3-92.8 218.4-218.4c3.799-3.8 10-3.8 13.799 0zm162-22.9c15.2 15.2 15.2 39.9 0 55.2l-35.4 35.4c-3.8 3.8-10 3.8-13.8 0l-90.2-90.2c-3.8-3.8-3.8-10 0-13.8l35.4-35.4c15.3-15.2 40-15.2 55.2 0zM384 348.198c0-3.2 1.3-6.2 3.5-8.5l40-40c7.6-7.5 20.5-2.2 20.5 8.5v157.8c0 26.5-21.5 48-48 48H48c-26.5 0-48-21.5-48-48v-352c0-26.5 21.5-48 48-48h285.8c10.7 0 16.1 12.9 8.5 20.5l-40 40c-2.3 2.2-5.3 3.5-8.5 3.5H64v320h320v-101.8z"/></svg></span> Edit </a> </div> </div> </h2> <hr/> <div class="paper-evaluation-badge"> <div class="sota"> <p> <a href="/sota/keypoint-detection-on-coco-1"> <img style="height:20px;width:35px;position:relative;top:1px;" src="https://production-media.paperswithcode.com/sota-thumbs/keypoint-detection-on-coco-1-small_532d130b.png"/> </a>  Ranked #1 on <a class="sota-task" href="/sota/keypoint-detection-on-coco-1"> Keypoint Detection on COCO </a> </p> </div>      <a href="#" class="get-badge-button float-right" data-bs-toggle="modal" data-bs-target="#badgeModal"> <span class=" icon-wrapper icon-fa icon-fa-light" data-name="arrow-to-right"><svg viewBox="0 0 448 520.146" xmlns="http://www.w3.org/2000/svg"><path d="M215 100.5c4.7-4.7 12.3-4.7 17 0l148.6 148c4.7 4.7 4.7 12.3 0 17l-148.5 148c-4.7 4.7-12.3 4.7-17 0l-7.1-7.1c-4.7-4.7-4.7-12.3 0-17L323.9 274H12c-6.6 0-12-5.4-12-12v-10c0-6.6 5.4-12 12-12h311.9l-116-115.4a12.01 12.01 0 0 1 0-17zM448 77v360c0 6.6-5.4 12-12 12h-8c-6.6 0-12-5.4-12-12V77c0-6.6 5.4-12 12-12h8c6.6 0 12 5.4 12 12z"/></svg></span> Get a GitHub badge </a> </div> </div> </div> </div> </div> </div> <div class="paper-evaluation-section" id="evaluation"> <div class="row"> <div class="col-md-12"> <div class="sota-table table-responsive"> <table class="table-striped"> <tr> <th>Task</th> <th>Dataset</th> <th>Model</th> <th>Metric Name</th> <th>Metric Value</th> <th>Global Rank</th> <th class="text-center">Uses Extra<br/>Training Data </th> <th>Result</th> <th>Benchmark</th> </tr> <tr> <td rowspan="1" class="rowspan-td"> Instance Segmentation </td> <td rowspan="1" class="rowspan-td"> BDD100K val </td> <td rowspan="1" class="rowspan-td model-col"> Mask R-CNN </td> <td style="vertical-align: top; padding-top: 18px;"> AP </td> <td> 20.5 </td> <td> # 3 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td class="results-icon"> <a href="/paper/mask-r-cnn/review/?hl=49211"> <span class=" icon-wrapper icon-ion" data-name="enter-outline"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M176 176v-40a40 40 0 0 1 40-40h208a40 40 0 0 1 40 40v240a40 40 0 0 1-40 40H216a40 40 0 0 1-40-40v-40" fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32"/><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M272 336l80-80-80-80M48 256h288"/></svg></span> </a> </td> <td> <div class="sota-table-link"> <a class="btn btn-primary" href="/sota/instance-segmentation-on-bdd100k-val" style="text-decoration: underline"> Compare</a> </div> </td> </tr> <tr> <td rowspan="3" class="rowspan-td"> Nuclear Segmentation </td> <td rowspan="3" class="rowspan-td"> Cell17 </td> <td rowspan="3" class="rowspan-td model-col"> Mask R-CNN </td> <td style="vertical-align: top; padding-top: 18px;"> F1-score </td> <td> 0.8004 </td> <td> # 2 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td class="results-icon"> <a href="/paper/mask-r-cnn/review/?hl=7578"> <span class=" icon-wrapper icon-ion" data-name="enter-outline"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M176 176v-40a40 40 0 0 1 40-40h208a40 40 0 0 1 40 40v240a40 40 0 0 1-40 40H216a40 40 0 0 1-40-40v-40" fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32"/><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M272 336l80-80-80-80M48 256h288"/></svg></span> </a> </td> <td> <div class="sota-table-link"> <a class="btn btn-primary" href="/sota/nuclear-segmentation-on-cell17" style="text-decoration: underline"> Compare</a> </div> </td> </tr> <tr> <td style="vertical-align: top; padding-top: 18px;"> Dice </td> <td> 0.707 </td> <td> # 2 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td class="results-icon"> <a href="/paper/mask-r-cnn/review/?hl=7578"> <span class=" icon-wrapper icon-ion" data-name="enter-outline"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M176 176v-40a40 40 0 0 1 40-40h208a40 40 0 0 1 40 40v240a40 40 0 0 1-40 40H216a40 40 0 0 1-40-40v-40" fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32"/><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M272 336l80-80-80-80M48 256h288"/></svg></span> </a> </td> <td> <div class="sota-table-link"> <a class="btn btn-primary" href="/sota/nuclear-segmentation-on-cell17" style="text-decoration: underline"> Compare</a> </div> </td> </tr> <tr> <td style="vertical-align: top; padding-top: 18px;"> Hausdorff </td> <td> 12.6723 </td> <td> # 2 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td class="results-icon"> <a href="/paper/mask-r-cnn/review/?hl=7578"> <span class=" icon-wrapper icon-ion" data-name="enter-outline"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M176 176v-40a40 40 0 0 1 40-40h208a40 40 0 0 1 40 40v240a40 40 0 0 1-40 40H216a40 40 0 0 1-40-40v-40" fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32"/><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M272 336l80-80-80-80M48 256h288"/></svg></span> </a> </td> <td> <div class="sota-table-link"> <a class="btn btn-primary" href="/sota/nuclear-segmentation-on-cell17" style="text-decoration: underline"> Compare</a> </div> </td> </tr> <tr> <td rowspan="1" class="rowspan-td"> Panoptic Segmentation </td> <td rowspan="1" class="rowspan-td"> Cityscapes val </td> <td rowspan="1" class="rowspan-td model-col"> Mask R-CNN+COCO </td> <td style="vertical-align: top; padding-top: 18px;"> PQth </td> <td> 54.0 </td> <td> # 19 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td class="results-icon"> <a href="/paper/mask-r-cnn/review/?hl=13043"> <span class=" icon-wrapper icon-ion" data-name="enter-outline"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M176 176v-40a40 40 0 0 1 40-40h208a40 40 0 0 1 40 40v240a40 40 0 0 1-40 40H216a40 40 0 0 1-40-40v-40" fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32"/><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M272 336l80-80-80-80M48 256h288"/></svg></span> </a> </td> <td> <div class="sota-table-link"> <a class="btn btn-primary" href="/sota/panoptic-segmentation-on-cityscapes-val" style="text-decoration: underline"> Compare</a> </div> </td> </tr> <tr> <td rowspan="2" class="rowspan-td"> Keypoint Detection </td> <td rowspan="2" class="rowspan-td"> COCO </td> <td rowspan="2" class="rowspan-td model-col"> Mask R-CNN </td> <td style="vertical-align: top; padding-top: 18px;"> Validation AP </td> <td> 69.2 </td> <td> # 1 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 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data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td class="results-icon"> <a href="/paper/mask-r-cnn/review/?hl=133627"> <span class=" icon-wrapper icon-ion" data-name="enter-outline"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M176 176v-40a40 40 0 0 1 40-40h208a40 40 0 0 1 40 40v240a40 40 0 0 1-40 40H216a40 40 0 0 1-40-40v-40" fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32"/><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M272 336l80-80-80-80M48 256h288"/></svg></span> </a> </td> <td> <div class="sota-table-link"> <a class="btn btn-primary" href="/sota/keypoint-detection-on-coco-1" style="text-decoration: underline"> Compare</a> </div> </td> </tr> <tr> <td rowspan="1" class="rowspan-td"> Real-Time Object Detection </td> <td rowspan="1" class="rowspan-td"> COCO </td> <td rowspan="1" class="rowspan-td model-col"> Mask R-CNN X-152-32x8d </td> <td style="vertical-align: top; padding-top: 18px;"> box AP </td> <td> 45.2 </td> <td> # 1 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td class="results-icon"> <a href="/paper/mask-r-cnn/review/?hl=133628"> <span class=" icon-wrapper icon-ion" data-name="enter-outline"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M176 176v-40a40 40 0 0 1 40-40h208a40 40 0 0 1 40 40v240a40 40 0 0 1-40 40H216a40 40 0 0 1-40-40v-40" fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32"/><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M272 336l80-80-80-80M48 256h288"/></svg></span> </a> </td> <td> <div class="sota-table-link"> <a class="btn btn-primary" href="/sota/real-time-object-detection-on-coco-1" style="text-decoration: underline"> Compare</a> </div> </td> </tr> <tr> <td rowspan="1" class="rowspan-td"> Object Detection </td> <td rowspan="1" class="rowspan-td"> COCO minival </td> <td rowspan="1" class="rowspan-td model-col"> Mask R-CNN (ResNet-101-FPN) </td> <td style="vertical-align: top; padding-top: 18px;"> box AP </td> <td> 40.0 </td> <td> # 182 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td class="results-icon"> <a href="/paper/mask-r-cnn/review/?hl=7312"> <span class=" icon-wrapper icon-ion" data-name="enter-outline"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M176 176v-40a40 40 0 0 1 40-40h208a40 40 0 0 1 40 40v240a40 40 0 0 1-40 40H216a40 40 0 0 1-40-40v-40" fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32"/><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M272 336l80-80-80-80M48 256h288"/></svg></span> </a> </td> <td> <div class="sota-table-link"> <a class="btn btn-primary" href="/sota/object-detection-on-coco-minival" style="text-decoration: underline"> Compare</a> </div> </td> </tr> <tr> <td rowspan="3" class="rowspan-td"> Object Detection </td> <td rowspan="3" class="rowspan-td"> COCO minival </td> <td rowspan="3" class="rowspan-td model-col"> Mask R-CNN (ResNeXt-101-FPN) </td> <td style="vertical-align: top; padding-top: 18px;"> box AP </td> <td> 36.7 </td> <td> # 202 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td class="results-icon"> <a href="/paper/mask-r-cnn/review/?hl=7311"> <span class=" icon-wrapper icon-ion" data-name="enter-outline"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M176 176v-40a40 40 0 0 1 40-40h208a40 40 0 0 1 40 40v240a40 40 0 0 1-40 40H216a40 40 0 0 1-40-40v-40" fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32"/><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M272 336l80-80-80-80M48 256h288"/></svg></span> </a> </td> <td> <div class="sota-table-link"> <a class="btn btn-primary" href="/sota/object-detection-on-coco-minival" style="text-decoration: underline"> Compare</a> </div> </td> </tr> <tr> <td style="vertical-align: top; padding-top: 18px;"> AP50 </td> <td> 59.5 </td> <td> # 92 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td class="results-icon"> <a href="/paper/mask-r-cnn/review/?hl=7311"> <span class=" icon-wrapper icon-ion" data-name="enter-outline"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M176 176v-40a40 40 0 0 1 40-40h208a40 40 0 0 1 40 40v240a40 40 0 0 1-40 40H216a40 40 0 0 1-40-40v-40" fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32"/><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M272 336l80-80-80-80M48 256h288"/></svg></span> </a> </td> <td> <div class="sota-table-link"> <a class="btn btn-primary" href="/sota/object-detection-on-coco-minival" style="text-decoration: underline"> Compare</a> </div> </td> </tr> <tr> <td style="vertical-align: top; padding-top: 18px;"> AP75 </td> <td> 38.9 </td> <td> # 103 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td class="results-icon"> <a href="/paper/mask-r-cnn/review/?hl=7311"> <span class=" icon-wrapper icon-ion" data-name="enter-outline"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M176 176v-40a40 40 0 0 1 40-40h208a40 40 0 0 1 40 40v240a40 40 0 0 1-40 40H216a40 40 0 0 1-40-40v-40" fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32"/><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M272 336l80-80-80-80M48 256h288"/></svg></span> </a> </td> <td> <div class="sota-table-link"> <a class="btn btn-primary" href="/sota/object-detection-on-coco-minival" style="text-decoration: underline"> Compare</a> </div> </td> </tr> <tr> <td rowspan="1" class="rowspan-td"> Object Detection </td> <td rowspan="1" class="rowspan-td"> COCO minival </td> <td rowspan="1" class="rowspan-td model-col"> Mask R-CNN (ResNet-50-FPN) </td> <td style="vertical-align: top; padding-top: 18px;"> box AP </td> <td> 37.7 </td> <td> # 200 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td class="results-icon"> <a href="/paper/mask-r-cnn/review/?hl=7313"> <span class=" icon-wrapper icon-ion" data-name="enter-outline"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M176 176v-40a40 40 0 0 1 40-40h208a40 40 0 0 1 40 40v240a40 40 0 0 1-40 40H216a40 40 0 0 1-40-40v-40" fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32"/><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M272 336l80-80-80-80M48 256h288"/></svg></span> </a> </td> <td> <div class="sota-table-link"> <a class="btn btn-primary" href="/sota/object-detection-on-coco-minival" style="text-decoration: underline"> Compare</a> </div> </td> </tr> <tr> <td rowspan="1" class="rowspan-td"> Object Detection </td> <td rowspan="1" class="rowspan-td"> COCO-O </td> <td rowspan="1" class="rowspan-td model-col"> Mask R-CNN (ResNet-50) </td> <td style="vertical-align: top; padding-top: 18px;"> Average mAP </td> <td> 17.1 </td> <td> # 35 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td class="results-icon"> <a href="/paper/mask-r-cnn/review/?hl=106397"> <span class=" icon-wrapper icon-ion" data-name="enter-outline"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M176 176v-40a40 40 0 0 1 40-40h208a40 40 0 0 1 40 40v240a40 40 0 0 1-40 40H216a40 40 0 0 1-40-40v-40" fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32"/><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M272 336l80-80-80-80M48 256h288"/></svg></span> </a> </td> <td> <div class="sota-table-link"> <a class="btn btn-primary" href="/sota/object-detection-on-coco-o" style="text-decoration: underline"> Compare</a> </div> </td> </tr> <tr> <td rowspan="1" class="rowspan-td"> Object Detection </td> <td rowspan="1" class="rowspan-td"> COCO-O </td> <td rowspan="1" class="rowspan-td model-col"> Mask R-CNN (ResNet-50) </td> <td style="vertical-align: top; padding-top: 18px;"> Effective Robustness </td> <td> -0.11 </td> <td> # 37 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td class="results-icon"> <a href="/paper/mask-r-cnn/review/?hl=133626"> <span class=" icon-wrapper icon-ion" data-name="enter-outline"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M176 176v-40a40 40 0 0 1 40-40h208a40 40 0 0 1 40 40v240a40 40 0 0 1-40 40H216a40 40 0 0 1-40-40v-40" fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32"/><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M272 336l80-80-80-80M48 256h288"/></svg></span> </a> </td> <td> <div class="sota-table-link"> <a class="btn btn-primary" href="/sota/object-detection-on-coco-o" style="text-decoration: underline"> Compare</a> </div> </td> </tr> <tr> <td rowspan="9" class="rowspan-td"> Keypoint Detection </td> <td rowspan="9" class="rowspan-td"> COCO test-challenge </td> <td rowspan="9" class="rowspan-td model-col"> Mask R-CNN* </td> <td style="vertical-align: top; padding-top: 18px;"> AR </td> <td> 75.4 </td> <td> # 5 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td class="results-icon"> <a href="/paper/mask-r-cnn/review/?hl=13292"> <span class=" icon-wrapper icon-ion" data-name="enter-outline"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M176 176v-40a40 40 0 0 1 40-40h208a40 40 0 0 1 40 40v240a40 40 0 0 1-40 40H216a40 40 0 0 1-40-40v-40" fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32"/><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M272 336l80-80-80-80M48 256h288"/></svg></span> </a> </td> <td> <div class="sota-table-link"> <a class="btn btn-primary" href="/sota/keypoint-detection-on-coco-test-challenge" style="text-decoration: underline"> Compare</a> </div> </td> </tr> <tr> <td style="vertical-align: top; padding-top: 18px;"> ARM </td> <td> 70.2 </td> <td> # 5 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td class="results-icon"> <a href="/paper/mask-r-cnn/review/?hl=13292"> <span class=" icon-wrapper icon-ion" data-name="enter-outline"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M176 176v-40a40 40 0 0 1 40-40h208a40 40 0 0 1 40 40v240a40 40 0 0 1-40 40H216a40 40 0 0 1-40-40v-40" fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32"/><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M272 336l80-80-80-80M48 256h288"/></svg></span> </a> </td> <td> <div class="sota-table-link"> <a class="btn btn-primary" href="/sota/keypoint-detection-on-coco-test-challenge" style="text-decoration: underline"> Compare</a> </div> </td> </tr> <tr> <td style="vertical-align: top; padding-top: 18px;"> AP </td> <td> 68.9 </td> <td> # 6 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td class="results-icon"> <a href="/paper/mask-r-cnn/review/?hl=13292"> <span class=" icon-wrapper icon-ion" data-name="enter-outline"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M176 176v-40a40 40 0 0 1 40-40h208a40 40 0 0 1 40 40v240a40 40 0 0 1-40 40H216a40 40 0 0 1-40-40v-40" fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32"/><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M272 336l80-80-80-80M48 256h288"/></svg></span> </a> </td> <td> <div class="sota-table-link"> <a class="btn btn-primary" href="/sota/keypoint-detection-on-coco-test-challenge" style="text-decoration: underline"> Compare</a> </div> </td> </tr> <tr> <td style="vertical-align: top; padding-top: 18px;"> AP50 </td> <td> 89.2 </td> <td> # 5 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td class="results-icon"> <a href="/paper/mask-r-cnn/review/?hl=13292"> <span class=" icon-wrapper icon-ion" data-name="enter-outline"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M176 176v-40a40 40 0 0 1 40-40h208a40 40 0 0 1 40 40v240a40 40 0 0 1-40 40H216a40 40 0 0 1-40-40v-40" fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32"/><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M272 336l80-80-80-80M48 256h288"/></svg></span> </a> </td> <td> <div class="sota-table-link"> <a class="btn btn-primary" href="/sota/keypoint-detection-on-coco-test-challenge" style="text-decoration: underline"> Compare</a> </div> </td> </tr> <tr> <td style="vertical-align: top; padding-top: 18px;"> AP75 </td> <td> 75.2 </td> <td> # 5 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td class="results-icon"> <a href="/paper/mask-r-cnn/review/?hl=13292"> <span class=" icon-wrapper icon-ion" data-name="enter-outline"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M176 176v-40a40 40 0 0 1 40-40h208a40 40 0 0 1 40 40v240a40 40 0 0 1-40 40H216a40 40 0 0 1-40-40v-40" fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32"/><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M272 336l80-80-80-80M48 256h288"/></svg></span> </a> </td> <td> <div class="sota-table-link"> <a class="btn btn-primary" href="/sota/keypoint-detection-on-coco-test-challenge" style="text-decoration: underline"> Compare</a> </div> </td> </tr> <tr> <td style="vertical-align: top; padding-top: 18px;"> APL </td> <td> 82.6 </td> <td> # 4 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td class="results-icon"> <a href="/paper/mask-r-cnn/review/?hl=13292"> <span class=" icon-wrapper icon-ion" data-name="enter-outline"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M176 176v-40a40 40 0 0 1 40-40h208a40 40 0 0 1 40 40v240a40 40 0 0 1-40 40H216a40 40 0 0 1-40-40v-40" fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32"/><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M272 336l80-80-80-80M48 256h288"/></svg></span> </a> </td> <td> <div class="sota-table-link"> <a class="btn btn-primary" href="/sota/keypoint-detection-on-coco-test-challenge" style="text-decoration: underline"> Compare</a> </div> </td> </tr> <tr> <td style="vertical-align: top; padding-top: 18px;"> AR50 </td> <td> 93.2 </td> <td> # 5 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td class="results-icon"> <a href="/paper/mask-r-cnn/review/?hl=13292"> <span class=" icon-wrapper icon-ion" data-name="enter-outline"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M176 176v-40a40 40 0 0 1 40-40h208a40 40 0 0 1 40 40v240a40 40 0 0 1-40 40H216a40 40 0 0 1-40-40v-40" fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32"/><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M272 336l80-80-80-80M48 256h288"/></svg></span> </a> </td> <td> <div class="sota-table-link"> <a class="btn btn-primary" href="/sota/keypoint-detection-on-coco-test-challenge" style="text-decoration: underline"> Compare</a> </div> </td> </tr> <tr> <td style="vertical-align: top; padding-top: 18px;"> AR75 </td> <td> 81.2 </td> <td> # 5 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td class="results-icon"> <a href="/paper/mask-r-cnn/review/?hl=13292"> <span class=" icon-wrapper icon-ion" data-name="enter-outline"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M176 176v-40a40 40 0 0 1 40-40h208a40 40 0 0 1 40 40v240a40 40 0 0 1-40 40H216a40 40 0 0 1-40-40v-40" fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32"/><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M272 336l80-80-80-80M48 256h288"/></svg></span> </a> </td> <td> <div class="sota-table-link"> <a class="btn btn-primary" href="/sota/keypoint-detection-on-coco-test-challenge" style="text-decoration: underline"> Compare</a> </div> </td> </tr> <tr> <td style="vertical-align: top; padding-top: 18px;"> ARL </td> <td> 76.8 </td> <td> # 5 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td class="results-icon"> <a href="/paper/mask-r-cnn/review/?hl=13292"> <span class=" icon-wrapper icon-ion" data-name="enter-outline"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M176 176v-40a40 40 0 0 1 40-40h208a40 40 0 0 1 40 40v240a40 40 0 0 1-40 40H216a40 40 0 0 1-40-40v-40" fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32"/><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M272 336l80-80-80-80M48 256h288"/></svg></span> </a> </td> <td> <div class="sota-table-link"> <a class="btn btn-primary" href="/sota/keypoint-detection-on-coco-test-challenge" style="text-decoration: underline"> Compare</a> </div> </td> </tr> <tr> <td rowspan="7" class="rowspan-td"> Object Detection </td> <td rowspan="7" class="rowspan-td"> COCO test-dev </td> <td rowspan="7" class="rowspan-td model-col"> Mask R-CNN (ResNeXt-101-FPN) </td> <td style="vertical-align: top; padding-top: 18px;"> box mAP </td> <td> 39.8 </td> <td> # 194 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="checkmark"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M416 128L192 384l-96-96"/></svg></span> </td> <td class="results-icon"> <a href="/paper/mask-r-cnn/review/?hl=1939"> <span class=" icon-wrapper icon-ion" data-name="enter-outline"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M176 176v-40a40 40 0 0 1 40-40h208a40 40 0 0 1 40 40v240a40 40 0 0 1-40 40H216a40 40 0 0 1-40-40v-40" fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32"/><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M272 336l80-80-80-80M48 256h288"/></svg></span> </a> </td> <td> <div class="sota-table-link"> <a class="btn btn-primary" href="/sota/object-detection-on-coco" style="text-decoration: underline"> Compare</a> </div> </td> </tr> <tr> <td style="vertical-align: top; padding-top: 18px;"> AP50 </td> <td> 62.3 </td> <td> # 111 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="checkmark"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M416 128L192 384l-96-96"/></svg></span> </td> <td class="results-icon"> <a href="/paper/mask-r-cnn/review/?hl=1939"> <span class=" icon-wrapper icon-ion" data-name="enter-outline"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M176 176v-40a40 40 0 0 1 40-40h208a40 40 0 0 1 40 40v240a40 40 0 0 1-40 40H216a40 40 0 0 1-40-40v-40" fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32"/><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M272 336l80-80-80-80M48 256h288"/></svg></span> </a> </td> <td> <div class="sota-table-link"> <a class="btn btn-primary" href="/sota/object-detection-on-coco" style="text-decoration: underline"> Compare</a> </div> </td> </tr> <tr> <td style="vertical-align: top; padding-top: 18px;"> AP75 </td> <td> 43.4 </td> <td> # 137 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="checkmark"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M416 128L192 384l-96-96"/></svg></span> </td> <td class="results-icon"> <a href="/paper/mask-r-cnn/review/?hl=1939"> <span class=" icon-wrapper icon-ion" data-name="enter-outline"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M176 176v-40a40 40 0 0 1 40-40h208a40 40 0 0 1 40 40v240a40 40 0 0 1-40 40H216a40 40 0 0 1-40-40v-40" fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32"/><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M272 336l80-80-80-80M48 256h288"/></svg></span> </a> </td> <td> <div class="sota-table-link"> <a class="btn btn-primary" href="/sota/object-detection-on-coco" style="text-decoration: underline"> Compare</a> </div> </td> </tr> <tr> <td style="vertical-align: top; padding-top: 18px;"> APS </td> <td> 22.1 </td> <td> # 122 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="checkmark"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M416 128L192 384l-96-96"/></svg></span> </td> <td class="results-icon"> <a href="/paper/mask-r-cnn/review/?hl=1939"> <span class=" icon-wrapper icon-ion" data-name="enter-outline"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M176 176v-40a40 40 0 0 1 40-40h208a40 40 0 0 1 40 40v240a40 40 0 0 1-40 40H216a40 40 0 0 1-40-40v-40" fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32"/><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M272 336l80-80-80-80M48 256h288"/></svg></span> </a> </td> <td> <div class="sota-table-link"> <a class="btn btn-primary" href="/sota/object-detection-on-coco" style="text-decoration: underline"> Compare</a> </div> </td> </tr> <tr> <td style="vertical-align: top; padding-top: 18px;"> APM </td> <td> 43.2 </td> <td> # 124 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="checkmark"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M416 128L192 384l-96-96"/></svg></span> </td> <td class="results-icon"> <a href="/paper/mask-r-cnn/review/?hl=1939"> <span class=" icon-wrapper icon-ion" data-name="enter-outline"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M176 176v-40a40 40 0 0 1 40-40h208a40 40 0 0 1 40 40v240a40 40 0 0 1-40 40H216a40 40 0 0 1-40-40v-40" fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32"/><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M272 336l80-80-80-80M48 256h288"/></svg></span> </a> </td> <td> <div class="sota-table-link"> <a class="btn btn-primary" href="/sota/object-detection-on-coco" style="text-decoration: underline"> Compare</a> </div> </td> </tr> <tr> <td style="vertical-align: top; padding-top: 18px;"> APL </td> <td> 51.2 </td> <td> # 129 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="checkmark"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M416 128L192 384l-96-96"/></svg></span> </td> <td class="results-icon"> <a href="/paper/mask-r-cnn/review/?hl=1939"> <span class=" icon-wrapper icon-ion" data-name="enter-outline"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M176 176v-40a40 40 0 0 1 40-40h208a40 40 0 0 1 40 40v240a40 40 0 0 1-40 40H216a40 40 0 0 1-40-40v-40" fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32"/><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M272 336l80-80-80-80M48 256h288"/></svg></span> </a> </td> <td> <div class="sota-table-link"> <a class="btn btn-primary" href="/sota/object-detection-on-coco" style="text-decoration: underline"> Compare</a> </div> </td> </tr> <tr> <td style="vertical-align: top; padding-top: 18px;"> Hardware Burden </td> <td> 9G </td> <td> # 1 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="checkmark"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M416 128L192 384l-96-96"/></svg></span> </td> <td class="results-icon"> <a href="/paper/mask-r-cnn/review/?hl=1939"> <span class=" icon-wrapper icon-ion" data-name="enter-outline"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M176 176v-40a40 40 0 0 1 40-40h208a40 40 0 0 1 40 40v240a40 40 0 0 1-40 40H216a40 40 0 0 1-40-40v-40" fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32"/><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M272 336l80-80-80-80M48 256h288"/></svg></span> </a> </td> <td> <div class="sota-table-link"> <a class="btn btn-primary" href="/sota/object-detection-on-coco" style="text-decoration: underline"> Compare</a> </div> </td> </tr> <tr> <td rowspan="4" class="rowspan-td"> Pose Estimation </td> <td rowspan="4" class="rowspan-td"> COCO test-dev </td> <td rowspan="4" class="rowspan-td model-col"> Mask-RCNN </td> <td style="vertical-align: top; padding-top: 18px;"> AP </td> <td> 63.1 </td> <td> # 42 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td class="results-icon"> <a href="/paper/mask-r-cnn/review/?hl=13122"> <span class=" icon-wrapper icon-ion" data-name="enter-outline"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M176 176v-40a40 40 0 0 1 40-40h208a40 40 0 0 1 40 40v240a40 40 0 0 1-40 40H216a40 40 0 0 1-40-40v-40" fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32"/><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M272 336l80-80-80-80M48 256h288"/></svg></span> </a> </td> <td> <div class="sota-table-link"> <a class="btn btn-primary" href="/sota/pose-estimation-on-coco-test-dev" style="text-decoration: underline"> Compare</a> </div> </td> </tr> <tr> <td style="vertical-align: top; padding-top: 18px;"> AP50 </td> <td> 87.3 </td> <td> # 35 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td class="results-icon"> <a href="/paper/mask-r-cnn/review/?hl=13122"> <span class=" icon-wrapper icon-ion" data-name="enter-outline"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M176 176v-40a40 40 0 0 1 40-40h208a40 40 0 0 1 40 40v240a40 40 0 0 1-40 40H216a40 40 0 0 1-40-40v-40" fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32"/><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M272 336l80-80-80-80M48 256h288"/></svg></span> </a> </td> <td> <div class="sota-table-link"> <a class="btn btn-primary" href="/sota/pose-estimation-on-coco-test-dev" style="text-decoration: underline"> Compare</a> </div> </td> </tr> <tr> <td style="vertical-align: top; padding-top: 18px;"> AP75 </td> <td> 68.7 </td> <td> # 39 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td class="results-icon"> <a href="/paper/mask-r-cnn/review/?hl=13122"> <span class=" icon-wrapper icon-ion" data-name="enter-outline"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M176 176v-40a40 40 0 0 1 40-40h208a40 40 0 0 1 40 40v240a40 40 0 0 1-40 40H216a40 40 0 0 1-40-40v-40" fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32"/><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M272 336l80-80-80-80M48 256h288"/></svg></span> </a> </td> <td> <div class="sota-table-link"> <a class="btn btn-primary" href="/sota/pose-estimation-on-coco-test-dev" style="text-decoration: underline"> Compare</a> </div> </td> </tr> <tr> <td style="vertical-align: top; padding-top: 18px;"> APL </td> <td> 71.4 </td> <td> # 33 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td class="results-icon"> <a href="/paper/mask-r-cnn/review/?hl=13122"> <span class=" icon-wrapper icon-ion" data-name="enter-outline"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M176 176v-40a40 40 0 0 1 40-40h208a40 40 0 0 1 40 40v240a40 40 0 0 1-40 40H216a40 40 0 0 1-40-40v-40" fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32"/><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M272 336l80-80-80-80M48 256h288"/></svg></span> </a> </td> <td> <div class="sota-table-link"> <a class="btn btn-primary" href="/sota/pose-estimation-on-coco-test-dev" style="text-decoration: underline"> Compare</a> </div> </td> </tr> <tr> <td rowspan="7" class="rowspan-td"> Object Detection </td> <td rowspan="7" class="rowspan-td"> COCO test-dev </td> <td rowspan="7" class="rowspan-td model-col"> Mask R-CNN (ResNet-101-FPN) </td> <td style="vertical-align: top; padding-top: 18px;"> box mAP </td> <td> 38.2 </td> <td> # 207 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="checkmark"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M416 128L192 384l-96-96"/></svg></span> </td> <td class="results-icon"> <a href="/paper/mask-r-cnn/review/?hl=7300"> <span class=" icon-wrapper icon-ion" data-name="enter-outline"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M176 176v-40a40 40 0 0 1 40-40h208a40 40 0 0 1 40 40v240a40 40 0 0 1-40 40H216a40 40 0 0 1-40-40v-40" fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32"/><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M272 336l80-80-80-80M48 256h288"/></svg></span> </a> </td> <td> <div class="sota-table-link"> <a class="btn btn-primary" href="/sota/object-detection-on-coco" style="text-decoration: underline"> Compare</a> </div> </td> </tr> <tr> <td style="vertical-align: top; padding-top: 18px;"> AP50 </td> <td> 60.3 </td> <td> # 130 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="checkmark"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M416 128L192 384l-96-96"/></svg></span> </td> <td class="results-icon"> <a href="/paper/mask-r-cnn/review/?hl=7300"> <span class=" icon-wrapper icon-ion" data-name="enter-outline"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M176 176v-40a40 40 0 0 1 40-40h208a40 40 0 0 1 40 40v240a40 40 0 0 1-40 40H216a40 40 0 0 1-40-40v-40" fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32"/><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M272 336l80-80-80-80M48 256h288"/></svg></span> </a> </td> <td> <div class="sota-table-link"> <a class="btn btn-primary" href="/sota/object-detection-on-coco" style="text-decoration: underline"> Compare</a> </div> </td> </tr> <tr> <td style="vertical-align: top; padding-top: 18px;"> AP75 </td> <td> 41.7 </td> <td> # 144 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="checkmark"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M416 128L192 384l-96-96"/></svg></span> </td> <td class="results-icon"> <a href="/paper/mask-r-cnn/review/?hl=7300"> <span class=" icon-wrapper icon-ion" data-name="enter-outline"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M176 176v-40a40 40 0 0 1 40-40h208a40 40 0 0 1 40 40v240a40 40 0 0 1-40 40H216a40 40 0 0 1-40-40v-40" fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32"/><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M272 336l80-80-80-80M48 256h288"/></svg></span> </a> </td> <td> <div class="sota-table-link"> <a class="btn btn-primary" href="/sota/object-detection-on-coco" style="text-decoration: underline"> Compare</a> </div> </td> </tr> <tr> <td style="vertical-align: top; padding-top: 18px;"> APS </td> <td> 20.1 </td> <td> # 136 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="checkmark"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M416 128L192 384l-96-96"/></svg></span> </td> <td class="results-icon"> <a href="/paper/mask-r-cnn/review/?hl=7300"> <span class=" icon-wrapper icon-ion" data-name="enter-outline"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M176 176v-40a40 40 0 0 1 40-40h208a40 40 0 0 1 40 40v240a40 40 0 0 1-40 40H216a40 40 0 0 1-40-40v-40" fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32"/><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M272 336l80-80-80-80M48 256h288"/></svg></span> </a> </td> <td> <div class="sota-table-link"> <a class="btn btn-primary" href="/sota/object-detection-on-coco" style="text-decoration: underline"> Compare</a> </div> </td> </tr> <tr> <td style="vertical-align: top; padding-top: 18px;"> APM </td> <td> 41.1 </td> <td> # 135 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="checkmark"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M416 128L192 384l-96-96"/></svg></span> </td> <td class="results-icon"> <a href="/paper/mask-r-cnn/review/?hl=7300"> <span class=" icon-wrapper icon-ion" data-name="enter-outline"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M176 176v-40a40 40 0 0 1 40-40h208a40 40 0 0 1 40 40v240a40 40 0 0 1-40 40H216a40 40 0 0 1-40-40v-40" fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32"/><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M272 336l80-80-80-80M48 256h288"/></svg></span> </a> </td> <td> <div class="sota-table-link"> <a class="btn btn-primary" href="/sota/object-detection-on-coco" style="text-decoration: underline"> Compare</a> </div> </td> </tr> <tr> <td style="vertical-align: top; padding-top: 18px;"> APL </td> <td> 50.2 </td> <td> # 138 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="checkmark"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M416 128L192 384l-96-96"/></svg></span> </td> <td class="results-icon"> <a href="/paper/mask-r-cnn/review/?hl=7300"> <span class=" icon-wrapper icon-ion" data-name="enter-outline"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M176 176v-40a40 40 0 0 1 40-40h208a40 40 0 0 1 40 40v240a40 40 0 0 1-40 40H216a40 40 0 0 1-40-40v-40" fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32"/><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M272 336l80-80-80-80M48 256h288"/></svg></span> </a> </td> <td> <div class="sota-table-link"> <a class="btn btn-primary" href="/sota/object-detection-on-coco" style="text-decoration: underline"> Compare</a> </div> </td> </tr> <tr> <td style="vertical-align: top; padding-top: 18px;"> Hardware Burden </td> <td> 9G </td> <td> # 1 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="checkmark"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M416 128L192 384l-96-96"/></svg></span> </td> <td class="results-icon"> <a href="/paper/mask-r-cnn/review/?hl=7300"> <span class=" icon-wrapper icon-ion" data-name="enter-outline"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M176 176v-40a40 40 0 0 1 40-40h208a40 40 0 0 1 40 40v240a40 40 0 0 1-40 40H216a40 40 0 0 1-40-40v-40" fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32"/><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M272 336l80-80-80-80M48 256h288"/></svg></span> </a> </td> <td> <div class="sota-table-link"> <a class="btn btn-primary" href="/sota/object-detection-on-coco" style="text-decoration: underline"> Compare</a> </div> </td> </tr> <tr> <td rowspan="4" class="rowspan-td"> Keypoint Detection </td> <td rowspan="4" class="rowspan-td"> COCO test-dev </td> <td rowspan="4" class="rowspan-td model-col"> Mask R-CNN </td> <td style="vertical-align: top; padding-top: 18px;"> APL </td> <td> 71.4 </td> <td> # 13 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td class="results-icon"> <a href="/paper/mask-r-cnn/review/?hl=13286"> <span class=" icon-wrapper icon-ion" data-name="enter-outline"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M176 176v-40a40 40 0 0 1 40-40h208a40 40 0 0 1 40 40v240a40 40 0 0 1-40 40H216a40 40 0 0 1-40-40v-40" fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32"/><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M272 336l80-80-80-80M48 256h288"/></svg></span> </a> </td> <td> <div class="sota-table-link"> <a class="btn btn-primary" href="/sota/keypoint-detection-on-coco-test-dev" style="text-decoration: underline"> Compare</a> </div> </td> </tr> <tr> <td style="vertical-align: top; padding-top: 18px;"> APM </td> <td> 57.8 </td> <td> # 14 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td class="results-icon"> <a href="/paper/mask-r-cnn/review/?hl=13286"> <span class=" icon-wrapper icon-ion" data-name="enter-outline"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M176 176v-40a40 40 0 0 1 40-40h208a40 40 0 0 1 40 40v240a40 40 0 0 1-40 40H216a40 40 0 0 1-40-40v-40" fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32"/><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M272 336l80-80-80-80M48 256h288"/></svg></span> </a> </td> <td> <div class="sota-table-link"> <a class="btn btn-primary" href="/sota/keypoint-detection-on-coco-test-dev" style="text-decoration: underline"> Compare</a> </div> </td> </tr> <tr> <td style="vertical-align: top; padding-top: 18px;"> AP50 </td> <td> 87.3 </td> <td> # 9 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td class="results-icon"> <a href="/paper/mask-r-cnn/review/?hl=13286"> <span class=" icon-wrapper icon-ion" data-name="enter-outline"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M176 176v-40a40 40 0 0 1 40-40h208a40 40 0 0 1 40 40v240a40 40 0 0 1-40 40H216a40 40 0 0 1-40-40v-40" fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32"/><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M272 336l80-80-80-80M48 256h288"/></svg></span> </a> </td> <td> <div class="sota-table-link"> <a class="btn btn-primary" href="/sota/keypoint-detection-on-coco-test-dev" style="text-decoration: underline"> Compare</a> </div> </td> </tr> <tr> <td style="vertical-align: top; padding-top: 18px;"> AP75 </td> <td> 68.7 </td> <td> # 11 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td class="results-icon"> <a href="/paper/mask-r-cnn/review/?hl=13286"> <span class=" icon-wrapper icon-ion" data-name="enter-outline"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M176 176v-40a40 40 0 0 1 40-40h208a40 40 0 0 1 40 40v240a40 40 0 0 1-40 40H216a40 40 0 0 1-40-40v-40" fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32"/><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M272 336l80-80-80-80M48 256h288"/></svg></span> </a> </td> <td> <div class="sota-table-link"> <a class="btn btn-primary" href="/sota/keypoint-detection-on-coco-test-dev" style="text-decoration: underline"> Compare</a> </div> </td> </tr> <tr> <td rowspan="6" class="rowspan-td"> Instance Segmentation </td> <td rowspan="6" class="rowspan-td"> COCO test-dev </td> <td rowspan="6" class="rowspan-td model-col"> Mask R-CNN (ResNeXt-101-FPN) </td> <td style="vertical-align: top; padding-top: 18px;"> mask AP </td> <td> 37.1 </td> <td> # 92 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td class="results-icon"> <a href="/paper/mask-r-cnn/review/?hl=1907"> <span class=" icon-wrapper icon-ion" data-name="enter-outline"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M176 176v-40a40 40 0 0 1 40-40h208a40 40 0 0 1 40 40v240a40 40 0 0 1-40 40H216a40 40 0 0 1-40-40v-40" fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32"/><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M272 336l80-80-80-80M48 256h288"/></svg></span> </a> </td> <td> <div class="sota-table-link"> <a class="btn btn-primary" href="/sota/instance-segmentation-on-coco" style="text-decoration: underline"> Compare</a> </div> </td> </tr> <tr> <td style="vertical-align: top; padding-top: 18px;"> AP50 </td> <td> 60.0 </td> <td> # 31 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td class="results-icon"> <a href="/paper/mask-r-cnn/review/?hl=1907"> <span class=" icon-wrapper icon-ion" data-name="enter-outline"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M176 176v-40a40 40 0 0 1 40-40h208a40 40 0 0 1 40 40v240a40 40 0 0 1-40 40H216a40 40 0 0 1-40-40v-40" fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32"/><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M272 336l80-80-80-80M48 256h288"/></svg></span> </a> </td> <td> <div class="sota-table-link"> <a class="btn btn-primary" href="/sota/instance-segmentation-on-coco" style="text-decoration: underline"> Compare</a> </div> </td> </tr> <tr> <td style="vertical-align: top; padding-top: 18px;"> AP75 </td> <td> 39.4 </td> <td> # 30 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td class="results-icon"> <a href="/paper/mask-r-cnn/review/?hl=1907"> <span class=" icon-wrapper icon-ion" data-name="enter-outline"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M176 176v-40a40 40 0 0 1 40-40h208a40 40 0 0 1 40 40v240a40 40 0 0 1-40 40H216a40 40 0 0 1-40-40v-40" fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32"/><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M272 336l80-80-80-80M48 256h288"/></svg></span> </a> </td> <td> <div class="sota-table-link"> <a class="btn btn-primary" href="/sota/instance-segmentation-on-coco" style="text-decoration: underline"> Compare</a> </div> </td> </tr> <tr> <td style="vertical-align: top; padding-top: 18px;"> APS </td> <td> 16.9 </td> <td> # 35 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td class="results-icon"> <a href="/paper/mask-r-cnn/review/?hl=1907"> <span class=" icon-wrapper icon-ion" data-name="enter-outline"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M176 176v-40a40 40 0 0 1 40-40h208a40 40 0 0 1 40 40v240a40 40 0 0 1-40 40H216a40 40 0 0 1-40-40v-40" fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32"/><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M272 336l80-80-80-80M48 256h288"/></svg></span> </a> </td> <td> <div class="sota-table-link"> <a class="btn btn-primary" href="/sota/instance-segmentation-on-coco" style="text-decoration: underline"> Compare</a> </div> </td> </tr> <tr> <td style="vertical-align: top; padding-top: 18px;"> APM </td> <td> 39.9 </td> <td> # 32 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td class="results-icon"> <a href="/paper/mask-r-cnn/review/?hl=1907"> <span class=" icon-wrapper icon-ion" data-name="enter-outline"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M176 176v-40a40 40 0 0 1 40-40h208a40 40 0 0 1 40 40v240a40 40 0 0 1-40 40H216a40 40 0 0 1-40-40v-40" fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32"/><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M272 336l80-80-80-80M48 256h288"/></svg></span> </a> </td> <td> <div class="sota-table-link"> <a class="btn btn-primary" href="/sota/instance-segmentation-on-coco" style="text-decoration: underline"> Compare</a> </div> </td> </tr> <tr> <td style="vertical-align: top; padding-top: 18px;"> APL </td> <td> 53.5 </td> <td> # 23 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td class="results-icon"> <a href="/paper/mask-r-cnn/review/?hl=1907"> <span class=" icon-wrapper icon-ion" data-name="enter-outline"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M176 176v-40a40 40 0 0 1 40-40h208a40 40 0 0 1 40 40v240a40 40 0 0 1-40 40H216a40 40 0 0 1-40-40v-40" fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32"/><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M272 336l80-80-80-80M48 256h288"/></svg></span> </a> </td> <td> <div class="sota-table-link"> <a class="btn btn-primary" href="/sota/instance-segmentation-on-coco" style="text-decoration: underline"> Compare</a> </div> </td> </tr> <tr> <td rowspan="4" class="rowspan-td"> Multi-Person Pose Estimation </td> <td rowspan="4" class="rowspan-td"> CrowdPose </td> <td rowspan="4" class="rowspan-td model-col"> Mask R-CNN </td> <td style="vertical-align: top; padding-top: 18px;"> mAP @0.5:0.95 </td> <td> 57.2 </td> <td> # 21 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td class="results-icon"> <a href="/paper/mask-r-cnn/review/?hl=12737"> <span class=" icon-wrapper icon-ion" data-name="enter-outline"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M176 176v-40a40 40 0 0 1 40-40h208a40 40 0 0 1 40 40v240a40 40 0 0 1-40 40H216a40 40 0 0 1-40-40v-40" fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32"/><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M272 336l80-80-80-80M48 256h288"/></svg></span> </a> </td> <td> <div class="sota-table-link"> <a class="btn btn-primary" href="/sota/multi-person-pose-estimation-on-crowdpose" style="text-decoration: underline"> Compare</a> </div> </td> </tr> <tr> <td style="vertical-align: top; padding-top: 18px;"> AP Easy </td> <td> 69.4 </td> <td> # 17 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td class="results-icon"> <a href="/paper/mask-r-cnn/review/?hl=12737"> <span class=" icon-wrapper icon-ion" data-name="enter-outline"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M176 176v-40a40 40 0 0 1 40-40h208a40 40 0 0 1 40 40v240a40 40 0 0 1-40 40H216a40 40 0 0 1-40-40v-40" fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32"/><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M272 336l80-80-80-80M48 256h288"/></svg></span> </a> </td> <td> <div class="sota-table-link"> <a class="btn btn-primary" href="/sota/multi-person-pose-estimation-on-crowdpose" style="text-decoration: underline"> Compare</a> </div> </td> </tr> <tr> <td style="vertical-align: top; padding-top: 18px;"> AP Medium </td> <td> 57.9 </td> <td> # 19 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td class="results-icon"> <a href="/paper/mask-r-cnn/review/?hl=12737"> <span class=" icon-wrapper icon-ion" data-name="enter-outline"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M176 176v-40a40 40 0 0 1 40-40h208a40 40 0 0 1 40 40v240a40 40 0 0 1-40 40H216a40 40 0 0 1-40-40v-40" fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32"/><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M272 336l80-80-80-80M48 256h288"/></svg></span> </a> </td> <td> <div class="sota-table-link"> <a class="btn btn-primary" href="/sota/multi-person-pose-estimation-on-crowdpose" style="text-decoration: underline"> Compare</a> </div> </td> </tr> <tr> <td style="vertical-align: top; padding-top: 18px;"> AP Hard </td> <td> 45.8 </td> <td> # 17 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td class="results-icon"> <a href="/paper/mask-r-cnn/review/?hl=12737"> <span class=" icon-wrapper icon-ion" data-name="enter-outline"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M176 176v-40a40 40 0 0 1 40-40h208a40 40 0 0 1 40 40v240a40 40 0 0 1-40 40H216a40 40 0 0 1-40-40v-40" fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32"/><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M272 336l80-80-80-80M48 256h288"/></svg></span> </a> </td> <td> <div class="sota-table-link"> <a class="btn btn-primary" href="/sota/multi-person-pose-estimation-on-crowdpose" style="text-decoration: underline"> Compare</a> </div> </td> </tr> <tr> <td rowspan="2" class="rowspan-td"> Keypoint Estimation </td> <td rowspan="2" class="rowspan-td"> GRIT </td> <td rowspan="2" class="rowspan-td model-col"> Mask R-CNN </td> <td style="vertical-align: top; padding-top: 18px;"> Keypoint (ablation) </td> <td> 70.8 </td> <td> # 1 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td class="results-icon"> <a href="/paper/mask-r-cnn/review/?hl=57086"> <span class=" icon-wrapper icon-ion" data-name="enter-outline"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M176 176v-40a40 40 0 0 1 40-40h208a40 40 0 0 1 40 40v240a40 40 0 0 1-40 40H216a40 40 0 0 1-40-40v-40" fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32"/><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M272 336l80-80-80-80M48 256h288"/></svg></span> </a> </td> <td> <div class="sota-table-link"> <a class="btn btn-primary" href="/sota/keypoint-estimation-on-grit" style="text-decoration: underline"> Compare</a> </div> </td> </tr> <tr> <td style="vertical-align: top; padding-top: 18px;"> Keypoint (test) </td> <td> 70.6 </td> <td> # 1 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td class="results-icon"> <a href="/paper/mask-r-cnn/review/?hl=57086"> <span class=" icon-wrapper icon-ion" data-name="enter-outline"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M176 176v-40a40 40 0 0 1 40-40h208a40 40 0 0 1 40 40v240a40 40 0 0 1-40 40H216a40 40 0 0 1-40-40v-40" fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32"/><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M272 336l80-80-80-80M48 256h288"/></svg></span> </a> </td> <td> <div class="sota-table-link"> <a class="btn btn-primary" href="/sota/keypoint-estimation-on-grit" style="text-decoration: underline"> Compare</a> </div> </td> </tr> <tr> <td rowspan="2" class="rowspan-td"> Object Segmentation </td> <td rowspan="2" class="rowspan-td"> GRIT </td> <td rowspan="2" class="rowspan-td model-col"> Mask R-CNN </td> <td style="vertical-align: top; padding-top: 18px;"> Segmentation (ablation) </td> <td> 26.2 </td> <td> # 2 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td class="results-icon"> <a href="/paper/mask-r-cnn/review/?hl=57085"> <span class=" icon-wrapper icon-ion" data-name="enter-outline"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M176 176v-40a40 40 0 0 1 40-40h208a40 40 0 0 1 40 40v240a40 40 0 0 1-40 40H216a40 40 0 0 1-40-40v-40" fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32"/><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M272 336l80-80-80-80M48 256h288"/></svg></span> </a> </td> <td> <div class="sota-table-link"> <a class="btn btn-primary" href="/sota/object-segmentation-on-grit" style="text-decoration: underline"> Compare</a> </div> </td> </tr> <tr> <td style="vertical-align: top; padding-top: 18px;"> Segmentation (test) </td> <td> 26.2 </td> <td> # 2 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td class="results-icon"> <a href="/paper/mask-r-cnn/review/?hl=57085"> <span class=" icon-wrapper icon-ion" data-name="enter-outline"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M176 176v-40a40 40 0 0 1 40-40h208a40 40 0 0 1 40 40v240a40 40 0 0 1-40 40H216a40 40 0 0 1-40-40v-40" fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32"/><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M272 336l80-80-80-80M48 256h288"/></svg></span> </a> </td> <td> <div class="sota-table-link"> <a class="btn btn-primary" href="/sota/object-segmentation-on-grit" style="text-decoration: underline"> Compare</a> </div> </td> </tr> <tr> <td rowspan="2" class="rowspan-td"> Object Localization </td> <td rowspan="2" class="rowspan-td"> GRIT </td> <td rowspan="2" class="rowspan-td model-col"> Mask R-CNN </td> <td style="vertical-align: top; padding-top: 18px;"> Localization (ablation) </td> <td> 44.7 </td> <td> # 3 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td class="results-icon"> <a href="/paper/mask-r-cnn/review/?hl=57080"> <span class=" icon-wrapper icon-ion" data-name="enter-outline"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M176 176v-40a40 40 0 0 1 40-40h208a40 40 0 0 1 40 40v240a40 40 0 0 1-40 40H216a40 40 0 0 1-40-40v-40" fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32"/><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M272 336l80-80-80-80M48 256h288"/></svg></span> </a> </td> <td> <div class="sota-table-link"> <a class="btn btn-primary" href="/sota/object-localization-on-grit" style="text-decoration: underline"> Compare</a> </div> </td> </tr> <tr> <td style="vertical-align: top; padding-top: 18px;"> Localization (test) </td> <td> 45.1 </td> <td> # 3 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td class="results-icon"> <a href="/paper/mask-r-cnn/review/?hl=57080"> <span class=" icon-wrapper icon-ion" data-name="enter-outline"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M176 176v-40a40 40 0 0 1 40-40h208a40 40 0 0 1 40 40v240a40 40 0 0 1-40 40H216a40 40 0 0 1-40-40v-40" fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32"/><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M272 336l80-80-80-80M48 256h288"/></svg></span> </a> </td> <td> <div class="sota-table-link"> <a class="btn btn-primary" href="/sota/object-localization-on-grit" style="text-decoration: underline"> Compare</a> </div> </td> </tr> <tr> <td rowspan="1" class="rowspan-td"> Instance Segmentation </td> <td rowspan="1" class="rowspan-td"> iSAID </td> <td rowspan="1" class="rowspan-td model-col"> Mask-RCNN+ </td> <td style="vertical-align: top; padding-top: 18px;"> Average Precision </td> <td> 37.18 </td> <td> # 3 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td class="results-icon"> <a href="/paper/mask-r-cnn/review/?hl=29319"> <span class=" icon-wrapper icon-ion" data-name="enter-outline"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M176 176v-40a40 40 0 0 1 40-40h208a40 40 0 0 1 40 40v240a40 40 0 0 1-40 40H216a40 40 0 0 1-40-40v-40" fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32"/><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M272 336l80-80-80-80M48 256h288"/></svg></span> </a> </td> <td> <div class="sota-table-link"> <a class="btn btn-primary" href="/sota/instance-segmentation-on-isaid" style="text-decoration: underline"> Compare</a> </div> </td> </tr> <tr> <td rowspan="1" class="rowspan-td"> Instance Segmentation </td> <td rowspan="1" class="rowspan-td"> iSAID </td> <td rowspan="1" class="rowspan-td model-col"> Mask-RCNN </td> <td style="vertical-align: top; padding-top: 18px;"> Average Precision </td> <td> 36.50 </td> <td> # 4 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td class="results-icon"> <a href="/paper/mask-r-cnn/review/?hl=29320"> <span class=" icon-wrapper icon-ion" data-name="enter-outline"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M176 176v-40a40 40 0 0 1 40-40h208a40 40 0 0 1 40 40v240a40 40 0 0 1-40 40H216a40 40 0 0 1-40-40v-40" fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32"/><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M272 336l80-80-80-80M48 256h288"/></svg></span> </a> </td> <td> <div class="sota-table-link"> <a class="btn btn-primary" href="/sota/instance-segmentation-on-isaid" style="text-decoration: underline"> Compare</a> </div> </td> </tr> <tr> <td rowspan="1" class="rowspan-td"> Object Detection </td> <td rowspan="1" class="rowspan-td"> iSAID </td> <td rowspan="1" class="rowspan-td model-col"> Mask-RCNN </td> <td style="vertical-align: top; padding-top: 18px;"> Average Precision </td> <td> 36.50 </td> <td> # 5 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td class="results-icon"> <a href="/paper/mask-r-cnn/review/?hl=29314"> <span class=" icon-wrapper icon-ion" data-name="enter-outline"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M176 176v-40a40 40 0 0 1 40-40h208a40 40 0 0 1 40 40v240a40 40 0 0 1-40 40H216a40 40 0 0 1-40-40v-40" fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32"/><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M272 336l80-80-80-80M48 256h288"/></svg></span> </a> </td> <td> <div class="sota-table-link"> <a class="btn btn-primary" href="/sota/object-detection-on-isaid" style="text-decoration: underline"> Compare</a> </div> </td> </tr> <tr> <td rowspan="1" class="rowspan-td"> Object Detection </td> <td rowspan="1" class="rowspan-td"> iSAID </td> <td rowspan="1" class="rowspan-td model-col"> Mask-RCNN+ </td> <td style="vertical-align: top; padding-top: 18px;"> Average Precision </td> <td> 37.18 </td> <td> # 4 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td class="results-icon"> <a href="/paper/mask-r-cnn/review/?hl=29315"> <span class=" icon-wrapper icon-ion" data-name="enter-outline"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M176 176v-40a40 40 0 0 1 40-40h208a40 40 0 0 1 40 40v240a40 40 0 0 1-40 40H216a40 40 0 0 1-40-40v-40" fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32"/><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M272 336l80-80-80-80M48 256h288"/></svg></span> </a> </td> <td> <div class="sota-table-link"> <a class="btn btn-primary" href="/sota/object-detection-on-isaid" style="text-decoration: underline"> Compare</a> </div> </td> </tr> <tr> <td rowspan="2" class="rowspan-td"> Multi-tissue Nucleus Segmentation </td> <td rowspan="2" class="rowspan-td"> Kumar </td> <td rowspan="2" class="rowspan-td model-col"> Mask R-CNN (e) </td> <td style="vertical-align: top; padding-top: 18px;"> Dice </td> <td> 0.760 </td> <td> # 17 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td class="results-icon"> <a href="/paper/mask-r-cnn/review/?hl=16716"> <span class=" icon-wrapper icon-ion" data-name="enter-outline"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M176 176v-40a40 40 0 0 1 40-40h208a40 40 0 0 1 40 40v240a40 40 0 0 1-40 40H216a40 40 0 0 1-40-40v-40" fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32"/><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M272 336l80-80-80-80M48 256h288"/></svg></span> </a> </td> <td> <div class="sota-table-link"> <a class="btn btn-primary" href="/sota/multi-tissue-nucleus-segmentation-on-kumar" style="text-decoration: underline"> Compare</a> </div> </td> </tr> <tr> <td style="vertical-align: top; padding-top: 18px;"> Hausdorff Distance (mm) </td> <td> 50.9 </td> <td> # 12 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td class="results-icon"> <a href="/paper/mask-r-cnn/review/?hl=16716"> <span class=" icon-wrapper icon-ion" data-name="enter-outline"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M176 176v-40a40 40 0 0 1 40-40h208a40 40 0 0 1 40 40v240a40 40 0 0 1-40 40H216a40 40 0 0 1-40-40v-40" fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32"/><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M272 336l80-80-80-80M48 256h288"/></svg></span> </a> </td> <td> <div class="sota-table-link"> <a class="btn btn-primary" href="/sota/multi-tissue-nucleus-segmentation-on-kumar" style="text-decoration: underline"> Compare</a> </div> </td> </tr> <tr> <td rowspan="1" class="rowspan-td"> Multi-Human Parsing </td> <td rowspan="1" class="rowspan-td"> MHP v1.0 </td> <td rowspan="1" class="rowspan-td model-col"> Mask R-CNN </td> <td style="vertical-align: top; padding-top: 18px;"> AP 0.5 </td> <td> 52.68% </td> <td> # 2 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td class="results-icon"> <a href="/paper/mask-r-cnn/review/?hl=3537"> <span class=" icon-wrapper icon-ion" data-name="enter-outline"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M176 176v-40a40 40 0 0 1 40-40h208a40 40 0 0 1 40 40v240a40 40 0 0 1-40 40H216a40 40 0 0 1-40-40v-40" fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32"/><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M272 336l80-80-80-80M48 256h288"/></svg></span> </a> </td> <td> <div class="sota-table-link"> <a class="btn btn-primary" href="/sota/multi-human-parsing-on-mhp-v10" style="text-decoration: underline"> Compare</a> </div> </td> </tr> <tr> <td rowspan="1" class="rowspan-td"> Multi-Human Parsing </td> <td rowspan="1" class="rowspan-td"> MHP v2.0 </td> <td rowspan="1" class="rowspan-td model-col"> Mask R-CNN </td> <td style="vertical-align: top; padding-top: 18px;"> AP 0.5 </td> <td> 14.9 </td> <td> # 5 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td class="results-icon"> <a href="/paper/mask-r-cnn/review/?hl=3535"> <span class=" icon-wrapper icon-ion" data-name="enter-outline"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M176 176v-40a40 40 0 0 1 40-40h208a40 40 0 0 1 40 40v240a40 40 0 0 1-40 40H216a40 40 0 0 1-40-40v-40" fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32"/><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M272 336l80-80-80-80M48 256h288"/></svg></span> </a> </td> <td> <div class="sota-table-link"> <a class="btn btn-primary" href="/sota/multi-human-parsing-on-mhp-v20" style="text-decoration: underline"> Compare</a> </div> </td> </tr> <tr> <td rowspan="3" class="rowspan-td"> Multi-Person Pose Estimation </td> <td rowspan="3" class="rowspan-td"> OCHuman </td> <td rowspan="3" class="rowspan-td model-col"> Mask R-CNN </td> <td style="vertical-align: top; padding-top: 18px;"> Validation AP </td> <td> 20.2 </td> <td> # 7 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td class="results-icon"> <a href="/paper/mask-r-cnn/review/?hl=58458"> <span class=" icon-wrapper icon-ion" data-name="enter-outline"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M176 176v-40a40 40 0 0 1 40-40h208a40 40 0 0 1 40 40v240a40 40 0 0 1-40 40H216a40 40 0 0 1-40-40v-40" fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32"/><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M272 336l80-80-80-80M48 256h288"/></svg></span> </a> </td> <td> <div class="sota-table-link"> <a class="btn btn-primary" href="/sota/multi-person-pose-estimation-on-ochuman" style="text-decoration: underline"> Compare</a> </div> </td> </tr> <tr> <td style="vertical-align: top; padding-top: 18px;"> AP50 </td> <td> 33.2 </td> <td> # 8 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td class="results-icon"> <a href="/paper/mask-r-cnn/review/?hl=58458"> <span class=" icon-wrapper icon-ion" data-name="enter-outline"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M176 176v-40a40 40 0 0 1 40-40h208a40 40 0 0 1 40 40v240a40 40 0 0 1-40 40H216a40 40 0 0 1-40-40v-40" fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32"/><path fill="none" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="32" d="M272 336l80-80-80-80M48 256h288"/></svg></span> </a> </td> <td> <div class="sota-table-link"> <a class="btn btn-primary" href="/sota/multi-person-pose-estimation-on-ochuman" style="text-decoration: underline"> Compare</a> </div> </td> </tr> <tr> <td style="vertical-align: top; padding-top: 18px;"> AP75 </td> <td> 24.5 </td> <td> # 8 </td> <td class="text-center"> <span class=" icon-wrapper icon-ion" data-name="close"><svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="0 0 512 512"><path d="M289.94 256l95-95A24 24 0 0 0 351 127l-95 95-95-95a24 24 0 0 0-34 34l95 95-95 95a24 24 0 1 0 34 34l95-95 95 95a24 24 0 0 0 34-34z"/></svg></span> </td> <td class="results-icon"> <a href="/paper/mask-r-cnn/review/?hl=58458"> <span class=" icon-wrapper icon-ion" data-name="enter-outline"><svg xmlns="http://www.w3.org/2000/svg" width="512" 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