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data-v-463a737a><header data-v-51ad7592 data-v-463a737a><div class="header-wrap" data-v-51ad7592><a href="/" class="logo" data-v-51ad7592><div class="gp-icon icon logo-icon" data-v-0ff707b8 data-v-51ad7592><svg width="24" height="24" viewBox="0 0 24 24" fill="none" xmlns="http://www.w3.org/2000/svg"> <path fill-rule="evenodd" clip-rule="evenodd" d="M.54 2.73C0 3.8 0 5.2 0 8v8c0 2.8 0 4.2.54 5.27a5 5 0 002.19 2.18C3.8 24 5.2 24 8 24h8c2.8 0 4.2 0 5.27-.55a5 5 0 002.18-2.18C24 20.2 24 18.8 24 16V8c0-2.8 0-4.2-.55-5.27A5 5 0 0021.27.54C20.2 0 18.8 0 16 0H8C5.2 0 3.8 0 2.73.54A5 5 0 00.54 2.73zm4.69 8.38l6.25 3.29-6.25 3.3.74 2.2 7.6-4v-3l-7.6-4-.74 2.2z" fill="#fff"/> </svg> </div><span class="logo-title" data-v-51ad7592><span data-v-51ad7592>Generated</span> <span data-v-51ad7592>Photos</span></span></a><div class="header-right" data-v-51ad7592><nav class="nav" data-v-51ad7592><ul class="nav-list" data-v-51ad7592><li class="has-dropdown" data-v-51ad7592><div data-dropdown="286411257" class="dropdown dropdown__in-header dropdown--faces" data-v-8210d676 data-v-51ad7592><div class="dropdown-trigger" data-v-8210d676><div class="dropdown-trigger__content" data-v-8210d676><div class="dropdown-trigger__text" data-v-8210d676>Generators</div><div class="dropdown-trigger__badge" style="background-color:#AE3AE4;" data-v-8210d676>New</div></div><div class="gp-icon icon arrow" data-v-0ff707b8 data-v-8210d676><svg width="16" height="16" viewBox="0 0 16 16" fill="none" xmlns="http://www.w3.org/2000/svg"> <g id="Chevron Up 16"> <path id="Vector" d="M11.7764 5.42188L12.4795 6.14062L8.00293 10.4805L3.53027 6.14063L4.22559 5.42188L8.00293 9.08203L11.7764 5.42188Z" fill="white" fill-opacity="0.55"></path> </g> </svg> </div></div><div class="dropdown-list i8-scroll" style="display:none;" data-v-8210d676><a href="/face-generator" data-dropdown-item="[object Object]" class="dropdown-item dropdown-item--has-description" data-v-59a209f0 data-v-8210d676><div class="dropdown-item__content dropdown-item__content--has-two-rows" data-v-59a209f0><div class="dropdown-item__content-row" data-v-59a209f0><div class="dropdown-item__name" data-v-59a209f0>Face Generator</div></div><div class="dropdown-item__content-row" data-v-59a209f0><div class="dropdown-item__description" data-v-59a209f0>Generate unique, expressive </br>AI-generated faces in real time</div></div></div><div class="gp-icon icon icon-selected" style="height:16px;width:16px;" data-v-0ff707b8 data-v-59a209f0><svg width="16" height="16" viewBox="0 0 16 16" fill="none" xmlns="http://www.w3.org/2000/svg"> <path d="M14.5 2.79297L5.5 11.793L1.85156 8.14844L1.5 7.79297L0.792969 8.5L1.14844 8.85156L5.5 13.207L15.207 3.5L14.5 2.79297Z" fill="white"/> </svg> </div></a><a href="/human-generator" data-dropdown-item="[object Object]" class="dropdown-item dropdown-item--has-description" data-v-59a209f0 data-v-8210d676><div class="dropdown-item__content dropdown-item__content--has-two-rows" data-v-59a209f0><div class="dropdown-item__content-row" data-v-59a209f0><div class="dropdown-item__name" data-v-59a209f0>Human Generator</div><div class="dropdown-item__badge" style="background-color:#F0B429;color:rgba(0, 0, 0, 0.90);" data-v-59a209f0>Hot</div></div><div class="dropdown-item__content-row" data-v-59a209f0><div class="dropdown-item__description" data-v-59a209f0>Most advanced full-body human generator</div></div></div><div class="gp-icon icon icon-selected" style="height:16px;width:16px;" data-v-0ff707b8 data-v-59a209f0><svg width="16" height="16" viewBox="0 0 16 16" fill="none" xmlns="http://www.w3.org/2000/svg"> <path d="M14.5 2.79297L5.5 11.793L1.85156 8.14844L1.5 7.79297L0.792969 8.5L1.14844 8.85156L5.5 13.207L15.207 3.5L14.5 2.79297Z" fill="white"/> </svg> </div></a><a href="/genyou" data-dropdown-item="[object Object]" class="dropdown-item dropdown-item--has-description" data-v-59a209f0 data-v-8210d676><div class="dropdown-item__content dropdown-item__content--has-two-rows" data-v-59a209f0><div class="dropdown-item__content-row" data-v-59a209f0><div class="dropdown-item__name" data-v-59a209f0>GenYOU</div><div class="dropdown-item__badge" style="background-color:#AE3AE4;" data-v-59a209f0>New</div></div><div class="dropdown-item__content-row" data-v-59a209f0><div class="dropdown-item__description" data-v-59a209f0>Create photos of the same person with hundreds of variations</div></div></div><div class="gp-icon icon icon-selected" style="height:16px;width:16px;" data-v-0ff707b8 data-v-59a209f0><svg width="16" height="16" viewBox="0 0 16 16" fill="none" xmlns="http://www.w3.org/2000/svg"> <path d="M14.5 2.79297L5.5 11.793L1.85156 8.14844L1.5 7.79297L0.792969 8.5L1.14844 8.85156L5.5 13.207L15.207 3.5L14.5 2.79297Z" fill="white"/> </svg> </div></a></div></div></li><li class="has-dropdown" data-v-51ad7592><div data-dropdown="286411265" class="dropdown dropdown__in-header dropdown--photos" data-v-8210d676 data-v-51ad7592><div class="dropdown-trigger" data-v-8210d676><div class="dropdown-trigger__content" data-v-8210d676><div class="dropdown-trigger__text" data-v-8210d676>Photos</div></div><div class="gp-icon icon arrow" data-v-0ff707b8 data-v-8210d676><svg width="16" height="16" viewBox="0 0 16 16" fill="none" xmlns="http://www.w3.org/2000/svg"> <g id="Chevron Up 16"> <path id="Vector" d="M11.7764 5.42188L12.4795 6.14062L8.00293 10.4805L3.53027 6.14063L4.22559 5.42188L8.00293 9.08203L11.7764 5.42188Z" fill="white" fill-opacity="0.55"></path> </g> </svg> </div></div><div class="dropdown-list i8-scroll" style="display:none;" data-v-8210d676><a href="/faces" data-dropdown-item="[object Object]" class="dropdown-item dropdown-item--has-description" data-v-59a209f0 data-v-8210d676><div class="dropdown-item__content dropdown-item__content--has-two-rows" data-v-59a209f0><div class="dropdown-item__content-row" data-v-59a209f0><div class="dropdown-item__name" data-v-59a209f0>Faces</div></div><div class="dropdown-item__content-row" data-v-59a209f0><div class="dropdown-item__description" data-v-59a209f0>2,640,167 pre-generated diverse faces</div></div></div><div class="gp-icon icon icon-selected" style="height:16px;width:16px;" data-v-0ff707b8 data-v-59a209f0><svg width="16" height="16" viewBox="0 0 16 16" fill="none" xmlns="http://www.w3.org/2000/svg"> <path d="M14.5 2.79297L5.5 11.793L1.85156 8.14844L1.5 7.79297L0.792969 8.5L1.14844 8.85156L5.5 13.207L15.207 3.5L14.5 2.79297Z" fill="white"/> </svg> </div></a><a href="/humans" data-dropdown-item="[object Object]" class="dropdown-item dropdown-item--has-description" data-v-59a209f0 data-v-8210d676><div class="dropdown-item__content dropdown-item__content--has-two-rows" data-v-59a209f0><div class="dropdown-item__content-row" data-v-59a209f0><div class="dropdown-item__name" data-v-59a209f0>Humans</div></div><div class="dropdown-item__content-row" data-v-59a209f0><div class="dropdown-item__description" data-v-59a209f0>167,836 humans that don't exist</div></div></div><div class="gp-icon icon icon-selected" style="height:16px;width:16px;" data-v-0ff707b8 data-v-59a209f0><svg width="16" height="16" viewBox="0 0 16 16" fill="none" xmlns="http://www.w3.org/2000/svg"> <path d="M14.5 2.79297L5.5 11.793L1.85156 8.14844L1.5 7.79297L0.792969 8.5L1.14844 8.85156L5.5 13.207L15.207 3.5L14.5 2.79297Z" fill="white"/> </svg> </div></a></div></div></li><li data-v-51ad7592><a href="/datasets" data-v-51ad7592>Datasets</a></li><li data-v-51ad7592><div data-dropdown="286411272" hide-custom-value-input="" class="dropdown dropdown__in-header dropdown--solution-in-header" data-v-8210d676 data-v-51ad7592><div class="dropdown-trigger" data-v-8210d676><div class="dropdown-trigger__content" data-v-8210d676><div class="dropdown-trigger__text" data-v-8210d676>Solutions</div></div><div class="gp-icon icon arrow" data-v-0ff707b8 data-v-8210d676><svg width="16" height="16" viewBox="0 0 16 16" fill="none" xmlns="http://www.w3.org/2000/svg"> <g id="Chevron Up 16"> <path id="Vector" d="M11.7764 5.42188L12.4795 6.14062L8.00293 10.4805L3.53027 6.14063L4.22559 5.42188L8.00293 9.08203L11.7764 5.42188Z" fill="white" fill-opacity="0.55"></path> </g> </svg> </div></div><div class="dropdown-list i8-scroll" style="display:none;" data-v-8210d676><a href="/solutions/training-data" data-dropdown-item="[object Object]" class="dropdown-item" data-v-59a209f0 data-v-8210d676><div class="dropdown-item__content" data-v-59a209f0><div class="dropdown-item__content-row" data-v-59a209f0><div class="dropdown-item__name" data-v-59a209f0>Training data</div></div><div class="dropdown-item__content-row" data-v-59a209f0><div class="dropdown-item__description" data-v-59a209f0></div></div></div></a><a href="/solutions/test-data" data-dropdown-item="[object Object]" class="dropdown-item" data-v-59a209f0 data-v-8210d676><div class="dropdown-item__content" data-v-59a209f0><div class="dropdown-item__content-row" data-v-59a209f0><div class="dropdown-item__name" data-v-59a209f0>Test data</div></div><div class="dropdown-item__content-row" data-v-59a209f0><div class="dropdown-item__description" data-v-59a209f0></div></div></div></a><a href="/solutions/marketing" data-dropdown-item="[object Object]" class="dropdown-item" data-v-59a209f0 data-v-8210d676><div class="dropdown-item__content" data-v-59a209f0><div class="dropdown-item__content-row" data-v-59a209f0><div class="dropdown-item__name" data-v-59a209f0>Marketing</div></div><div class="dropdown-item__content-row" data-v-59a209f0><div class="dropdown-item__description" data-v-59a209f0></div></div></div></a><a href="/solutions/design" data-dropdown-item="[object Object]" class="dropdown-item" data-v-59a209f0 data-v-8210d676><div class="dropdown-item__content" data-v-59a209f0><div class="dropdown-item__content-row" data-v-59a209f0><div class="dropdown-item__name" data-v-59a209f0>Design</div></div><div class="dropdown-item__content-row" data-v-59a209f0><div class="dropdown-item__description" data-v-59a209f0></div></div></div></a><a href="/solutions/demo-data" data-dropdown-item="[object Object]" class="dropdown-item" data-v-59a209f0 data-v-8210d676><div class="dropdown-item__content" data-v-59a209f0><div class="dropdown-item__content-row" data-v-59a209f0><div class="dropdown-item__name" data-v-59a209f0>Demo data</div></div><div class="dropdown-item__content-row" data-v-59a209f0><div class="dropdown-item__description" data-v-59a209f0></div></div></div></a><a href="/solutions/gaming" data-dropdown-item="[object Object]" class="dropdown-item" data-v-59a209f0 data-v-8210d676><div class="dropdown-item__content" data-v-59a209f0><div class="dropdown-item__content-row" data-v-59a209f0><div class="dropdown-item__name" data-v-59a209f0>Gaming</div></div><div class="dropdown-item__content-row" data-v-59a209f0><div class="dropdown-item__description" data-v-59a209f0></div></div></div></a><a href="/solutions/academic-research" data-dropdown-item="[object Object]" class="dropdown-item" data-v-59a209f0 data-v-8210d676><div class="dropdown-item__content" data-v-59a209f0><div class="dropdown-item__content-row" data-v-59a209f0><div class="dropdown-item__name" data-v-59a209f0>Academic research</div></div><div class="dropdown-item__content-row" data-v-59a209f0><div class="dropdown-item__description" data-v-59a209f0></div></div></div></a><a href="/solutions/face-perception" data-dropdown-item="[object Object]" class="dropdown-item" data-v-59a209f0 data-v-8210d676><div class="dropdown-item__content" data-v-59a209f0><div class="dropdown-item__content-row" data-v-59a209f0><div class="dropdown-item__name" data-v-59a209f0>Face perception</div></div><div class="dropdown-item__content-row" data-v-59a209f0><div class="dropdown-item__description" data-v-59a209f0></div></div></div></a></div></div></li><li data-v-51ad7592><a href="/use-cases" data-v-51ad7592>Use cases<div class="badge--hot" data-v-51ad7592>Hot</div></a></li><li class="pricing no-offset-right" data-v-51ad7592><a href="/pricing" data-v-51ad7592>Pricing</a></li><li class="right auth-popup" data-v-51ad7592><div class="user-action" data-v-7ca1edb6 data-v-51ad7592><div class="auth" data-v-7ca1edb6><div class="gp-button auth__sign-in" data-v-36b759b2 data-v-7ca1edb6><div class="loader outlined large loading" style="background-color:white;" data-v-36b759b2></div><button disabled="disabled" class="button outlined large loading" data-v-36b759b2>Sign In</button></div></div></div></li></ul></nav><button class="gamburger" data-v-51ad7592><div class="gamburger-line" data-v-51ad7592></div><div class="gamburger-line" data-v-51ad7592></div><div class="gamburger-line" data-v-51ad7592></div></button></div></div></header><div class="solution test-data-solution" data-v-06c81401 data-v-463a737a><div class="solution__header" data-v-06c81401><div class="solution__header-content" data-v-06c81401><div class="solution__header-block" data-v-06c81401><h1 class="solution__header-title" data-v-06c81401>Generated photos for ML testing</h1><span class="solution__header-text" data-v-06c81401>Evaluate your machine learning models with synthetic datasets.</span></div><picture class="solution__header-image" data-v-06c81401><source srcset="https://static.generated.photos/vue-static/solutions/test-data/cover-sm.webp" media="(max-width: 500px)" data-v-06c81401><img src="https://static.generated.photos/vue-static/solutions/test-data/cover.webp" decoding="sync" fetchpriority="high" data-v-06c81401></picture></div></div><section class="solution__info" data-v-06c81401><div class="solution__info-item" data-v-06c81401><div class="solution__info-item__content" data-v-06c81401><img src="https://static.generated.photos/vue-static/solutions/icons/solution-1.png" alt="Icon - Optimize ML testing processes with generated photos" width="48" height="48" class="solution__info-item__content-icon" data-v-06c81401><div class="solution__info-item__content-header" data-v-06c81401>Optimize ML testing processes with generated photos</div><div class="solution__info-item__content-description" data-v-06c81401>Enhance the efficiency and accuracy of your ML testing processes with the diverse and comprehensive machine learning datasets provided by generated photos.</div></div><img src="https://static.generated.photos/vue-static/solutions/test-data/info-1.png" alt="Image - Optimize ML testing processes with generated photos" class="solution__info-item__image" data-v-06c81401></div><div class="solution__info-item" data-v-06c81401><div class="solution__info-item__content" data-v-06c81401><img src="https://static.generated.photos/vue-static/solutions/icons/solution-2.png" alt="Icon - Why you might need generated photos as test data?" width="48" height="48" class="solution__info-item__content-icon" data-v-06c81401><div class="solution__info-item__content-header" data-v-06c81401>Why you might need generated photos as test data?</div><div class="solution__info-item__content-description" data-v-06c81401>Test datasets are essential for evaluating machine learning model performance, but obtaining diverse and balanced datasets remains challenging, particularly in projects involving facial or human recognition.</div></div><img src="https://static.generated.photos/vue-static/solutions/test-data/info-2.png" alt="Image - Why you might need generated photos as test data?" class="solution__info-item__image" data-v-06c81401></div><div class="solution__info-item" data-v-06c81401><div class="solution__info-item__content" data-v-06c81401><img src="https://static.generated.photos/vue-static/solutions/icons/solution-3.png" alt="Icon - How generated photos can help in ML testing " width="48" height="48" class="solution__info-item__content-icon" data-v-06c81401><div class="solution__info-item__content-header" data-v-06c81401>How generated photos can help in ML testing </div><div class="solution__info-item__content-description" data-v-06c81401>Generated Photos offers a comprehensive solution by providing labeled, ethically sourced synthetic datasets tailored specifically for testing ML models. These datasets ensure accurate evaluations and identification of biases.</div></div><img src="https://static.generated.photos/vue-static/solutions/test-data/info-3.png" alt="Image - How generated photos can help in ML testing " class="solution__info-item__image" data-v-06c81401></div></section><section class="solution__using" data-v-06c81401><h2 class="solution__using-title" data-v-06c81401>Advantages of using generated photos as testing data</h2><div class="solution__using-items" data-v-06c81401><div class="solution__using-item" data-v-06c81401><img src="https://static.generated.photos/vue-static/solutions/icons/solution-4.png" alt="Icon - Diversity and inclusion" width="48" height="48" class="solution__using-item-icon" data-v-06c81401><div class="solution__using-item-header" data-v-06c81401>Diversity and inclusion</div><div class="solution__using-item-description" data-v-06c81401>Generated datasets encompass diverse demographics, ensuring comprehensive testing across age, gender, and race.</div></div><div class="solution__using-item" data-v-06c81401><img src="https://static.generated.photos/vue-static/solutions/icons/solution-9.png" alt="Icon - Bias mitigation" width="48" height="48" class="solution__using-item-icon" data-v-06c81401><div class="solution__using-item-header" data-v-06c81401>Bias mitigation</div><div class="solution__using-item-description" data-v-06c81401>By eliminating biases present in real-world data, generated photos enable more objective model evaluation.</div></div><div class="solution__using-item" data-v-06c81401><img src="https://static.generated.photos/vue-static/solutions/icons/solution-10.png" alt="Icon - Scalability" width="48" height="48" class="solution__using-item-icon" data-v-06c81401><div class="solution__using-item-header" data-v-06c81401>Scalability</div><div class="solution__using-item-description" data-v-06c81401>With the ability to create datasets of any size, testing can be scaled to accommodate varying project requirements.</div></div><div class="solution__using-item" data-v-06c81401><img src="https://static.generated.photos/vue-static/solutions/icons/solution-8.png" alt="Icon - Compliance and ethics" width="48" height="48" class="solution__using-item-icon" data-v-06c81401><div class="solution__using-item-header" data-v-06c81401>Compliance and ethics</div><div class="solution__using-item-description" data-v-06c81401>Ethically sourced data ensures compliance with privacy regulations and ethical standards.</div></div><div class="solution__using-item" data-v-06c81401><img src="https://static.generated.photos/vue-static/solutions/icons/solution-11.png" alt="Icon - Efficiency" width="48" height="48" class="solution__using-item-icon" data-v-06c81401><div class="solution__using-item-header" data-v-06c81401>Efficiency</div><div class="solution__using-item-description" data-v-06c81401>Streamlined testing processes accelerate model development and iteration cycles, leading to faster deployment.</div></div></div></section><section class="solution-questions" data-v-06c81401><div class="have-questions" data-v-3534a69a data-v-06c81401><span class="question-title" data-v-3534a69a>Have questions?</span><span class="question-text" data-v-3534a69a>Drop us a line, and we will get back to you soon</span><div class="gp-button question-button" data-v-36b759b2 data-v-3534a69a><button class="button primary large" data-v-36b759b2><span class="button-text" data-v-36b759b2 data-v-3534a69a>work.with@generated.photos</span><span class="button-copy" data-v-36b759b2 data-v-3534a69a>Copy</span></button></div></div></section></div><footer class="is-narrow" data-v-356f6b68 data-v-463a737a><div class="footer-wrap" data-v-356f6b68><div class="footer-grid" data-v-356f6b68><div class="footer-column" data-v-356f6b68><div class="about" data-v-356f6b68><div class="about-logo" data-v-356f6b68><div class="gp-icon icon icon" data-v-0ff707b8 data-v-356f6b68><svg width="24" height="24" viewBox="0 0 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