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href="/web/20230922044335/https://experiments.withgoogle.com/experiments" nonce="QUpkdT4-rWQ_MmfKHfPw26ynkgoal4IY">Experiments</a><div id="searchwrap"><div class="menuitem" id="search"></div><input type="text" name="search" id="searchbox" value="" aria-label="Search experiments" spellcheck="false" autocomplete="off" autocorrect="off" autocapitalize="off" placeholder="Search" onfocus="this.placeholder=""" onblur="this.placeholder="Search""></div><a class="menuitem submit-btn border" href="/web/20230922044335/https://experiments.withgoogle.com/submit" nonce="QUpkdT4-rWQ_MmfKHfPw26ynkgoal4IY">Submit Experiment</a></nav><div class="google-logo"></div></div></div></header><div id="main" class=""><div class="wrapper"> <div class="item-title caps" style="margin-bottom:15px">Collection</div> <h1 class="title" data-featured-name="">TensorFlow Lite for Microcontrollers</h1><div class="contentblock-container"><div class="contentblock" data-id="5650984495742976" data-hash="" data-theme=""> <div class="content-divider"> <div class="content-divider"><div class="content-left width75"><div style="margin-bottom:40px" class="displaytext"><p>The TensorFlow Lite for Microcontrollers Experiments collection features work by developers who are experimenting with TensorFlow Lite for Microcontrollers. These projects combine Arduino and TensorFlow to create awesome experiences and useful tools. You can find helpful links throughout the site for creating your own experiments and explore resources.</p></div></div></div> <div class="video-holder" data-videoid="4CjuL9ZpTeY"> <img class="video-cover-image" src="http://web.archive.org/web/20230922044335im_/https://storage.googleapis.com/gweb-experiments.appspot.com/8954-01_Experiments_Hero.jpg" alt=""> <div class="video-embed" id="video-4CjuL9ZpTeY"></div><img src="/web/20230922044335im_/https://experiments.withgoogle.com/static/img/video-play-btn.png" class="video-play-btn"></div> <div class="content-divider"><div class="content-left width75"><div style="margin-top:40px" class="displaytext"><p><br></p></div></div></div></div> </div> <div class="contentblock" data-id="5185334878928896" data-hash="challengewinners" data-theme=""> <div class="content-divider"> <div class="content-left inline width75"><h2 class="block-title ">CHALLENGE WINNERS</h2> <div style="margin-top:10px" class="displaytext">When we launched the TensorFlow Microcontoller Challenge, we invited developers to push the boundaries of TensorFlow Lite for Microcontrollers. We want to send a big thank you to everyone who participated for their incredibly inspiring submissions. And a huge congratulations to our five winners!</div></div><div class="expt-holder"> <div class="expt-box fixed"><div class="box-name-wrap linked" data-url="/web/20230922044335oe_/https://experiments.withgoogle.com/mapping-dance"><h3 class="box-name">Mapping Dance</h3><div class="box-subname">by Eduardo Padr贸n </div><div class="box-subname desc dark"> Take control of lighting and video projections with your dance moves. </div></div><div class="box-bg-wrap linked" data-url="/web/20230922044335oe_/https://experiments.withgoogle.com/mapping-dance"><div class="box-bg action-overlay"><div class="action-button-holder"> <a class="button hollow fixed small caps" href="/web/20230922044335/https://experiments.withgoogle.com/mapping-dance" aria-label="Learn more about Mapping Dance Experiment">Overview</a></div></div><div class="box-bg gif-image" style="background-image:url(http://web.archive.org/web/20230922044335im_/https://storage.googleapis.com/gweb-experiments.appspot.com/2796-Thumb_2.gif)" aria-label="Mapping Dance" data-img-alt="data:image/png;base64,"></div></div></div> <div class="expt-box fixed"><div class="box-name-wrap linked" data-url="/web/20230922044335oe_/https://experiments.withgoogle.com/move"><h3 class="box-name">Move!</h3><div class="box-subname">by Eunji Lee, Jueun Choi, Yeonhee Kim, Jonghyun Baek, Yongjae Kim </div><div class="box-subname desc dark"> Stay active, using movement to control a variety of games. </div></div><div class="box-bg-wrap linked" data-url="/web/20230922044335oe_/https://experiments.withgoogle.com/move"><div class="box-bg action-overlay"><div class="action-button-holder"> <a class="button fixed small caps" href="http://web.archive.org/web/20230922044335/https://tinyurl.com/move-app-apk-download" target="_blank" aria-label="Launch Move! Experiment">Launch Experiment</a><br> <a class="button hollow fixed small caps" href="/web/20230922044335/https://experiments.withgoogle.com/move" aria-label="Learn more about Move! Experiment">Overview</a></div></div><div class="box-bg gif-image" style="background-image:url(http://web.archive.org/web/20230922044335im_/https://storage.googleapis.com/gweb-experiments.appspot.com/5966-Move_1x1.gif)" aria-label="Move!" data-img-alt="data:image/png;base64,"></div></div></div> <div class="expt-box fixed"><div class="box-name-wrap linked" data-url="/web/20230922044335oe_/https://experiments.withgoogle.com/snoring-guardian"><h3 class="box-name">Snoring Guardian</h3><div class="box-subname">by Naveen Kumar </div><div class="box-subname desc dark"> A snore-no-more device embedded in your pillow. </div></div><div class="box-bg-wrap linked" data-url="/web/20230922044335oe_/https://experiments.withgoogle.com/snoring-guardian"><div class="box-bg action-overlay"><div class="action-button-holder"> <a class="button fixed small caps" href="http://web.archive.org/web/20230922044335/https://www.hackster.io/naveenbskumar/snoring-guardian-dccc34" target="_blank" aria-label="Launch Snoring Guardian Experiment">Launch Experiment</a><br> <a class="button hollow fixed small caps" href="/web/20230922044335/https://experiments.withgoogle.com/snoring-guardian" aria-label="Learn more about Snoring Guardian Experiment">Overview</a></div></div><div class="box-bg gif-image" style="background-image:url(http://web.archive.org/web/20230922044335im_/https://storage.googleapis.com/gweb-experiments.appspot.com/2710-Thumb_1x1.gif)" aria-label="Snoring Guardian" data-img-alt="data:image/png;base64,"></div></div></div> <div class="expt-box fixed"><div class="box-name-wrap linked" data-url="/web/20230922044335oe_/https://experiments.withgoogle.com/squats-counter"><h3 class="box-name">Squats Counter</h3><div class="box-subname">by Manas Pange </div><div class="box-subname desc dark"> Focus on your form, while this tracker counts your squats. </div></div><div class="box-bg-wrap linked" data-url="/web/20230922044335oe_/https://experiments.withgoogle.com/squats-counter"><div class="box-bg action-overlay"><div class="action-button-holder"> <a class="button fixed small caps" href="http://web.archive.org/web/20230922044335/https://github.com/Manasmw01/Squats-Counter" target="_blank" aria-label="Launch Squats Counter Experiment">Launch Experiment</a><br> <a class="button hollow fixed small caps" href="/web/20230922044335/https://experiments.withgoogle.com/squats-counter" aria-label="Learn more about Squats Counter Experiment">Overview</a></div></div><div class="box-bg gif-image" style="background-image:url(http://web.archive.org/web/20230922044335im_/https://storage.googleapis.com/gweb-experiments.appspot.com/7980-1x1_Thumb_Squats_1.gif)" aria-label="Squats Counter" data-img-alt="data:image/png;base64,"></div></div></div> <div class="expt-box fixed"><div class="box-name-wrap linked" data-url="/web/20230922044335oe_/https://experiments.withgoogle.com/voice-turn"><h3 class="box-name">Voice Turn</h3><div class="box-subname">by Alvaro Gonzalez-Vila </div><div class="box-subname desc dark"> A safer way for cyclists to signal using their voice. </div></div><div class="box-bg-wrap linked" data-url="/web/20230922044335oe_/https://experiments.withgoogle.com/voice-turn"><div class="box-bg action-overlay"><div class="action-button-holder"> <a class="button fixed small caps" href="http://web.archive.org/web/20230922044335/https://www.hackster.io/a_g_v/voiceturn-voice-controlled-turn-lights-for-a-safer-ride-3a8e78" target="_blank" aria-label="Launch Voice Turn Experiment">Launch Experiment</a><br> <a class="button hollow fixed small caps" href="/web/20230922044335/https://experiments.withgoogle.com/voice-turn" aria-label="Learn more about Voice Turn Experiment">Overview</a></div></div><div class="box-bg gif-image" style="background-image:url(http://web.archive.org/web/20230922044335im_/https://storage.googleapis.com/gweb-experiments.appspot.com/2219-Thumb_1x1.gif)" aria-label="Voice Turn" data-img-alt="data:image/png;base64,"></div></div></div> </div></div> </div> <div class="contentblock" data-id="5651465968287744" data-hash="experiments" data-theme=""> <div class="content-divider"> <div class="content-left inline width75"><h2 class="block-title ">Experiments</h2> </div><div class="expt-holder"> <div class="expt-box fixed"><div class="box-name-wrap linked" data-url="/web/20230922044335oe_/https://experiments.withgoogle.com/air-snare"><h3 class="box-name">Air Snare</h3><div class="box-subname">by Google Creative Lab </div><div class="box-subname desc dark"> Play an invisible drum kit. </div></div><div class="box-bg-wrap linked" data-url="/web/20230922044335oe_/https://experiments.withgoogle.com/air-snare"><div class="box-bg action-overlay"><div class="action-button-holder"> <a class="button fixed small caps" href="http://web.archive.org/web/20230922044335/https://experiments.withgoogle.com/air-snare/view" target="_blank" aria-label="Launch Air Snare Experiment">Launch Experiment</a><br> <a class="button hollow fixed small caps" href="/web/20230922044335/https://experiments.withgoogle.com/air-snare" aria-label="Learn more about Air Snare Experiment">Overview</a></div></div><div class="box-bg gif-image" style="background-image:url(http://web.archive.org/web/20230922044335im_/https://storage.googleapis.com/gweb-experiments.appspot.com/2576-AirSnare_1x1.gif)" aria-label="" data-img-alt="data:image/png;base64,"></div></div></div> <div class="expt-box fixed"><div class="box-name-wrap linked" data-url="/web/20230922044335oe_/https://experiments.withgoogle.com/finger-user-interface"><h3 class="box-name">Finger User Interface</h3><div class="box-subname">by Google Creative Lab </div><div class="box-subname desc dark"> Control your devices with the wave of a finger. </div></div><div class="box-bg-wrap linked" data-url="/web/20230922044335oe_/https://experiments.withgoogle.com/finger-user-interface"><div class="box-bg action-overlay"><div class="action-button-holder"> <a class="button fixed small caps" href="http://web.archive.org/web/20230922044335/https://experiments.withgoogle.com/finger-user-interface/view" target="_blank" aria-label="Launch Finger User Interface Experiment">Launch Experiment</a><br> <a class="button hollow fixed small caps" href="/web/20230922044335/https://experiments.withgoogle.com/finger-user-interface" aria-label="Learn more about Finger User Interface Experiment">Overview</a></div></div><div class="box-bg gif-image" style="background-image:url(http://web.archive.org/web/20230922044335im_/https://storage.googleapis.com/gweb-experiments.appspot.com/6990-FUI_1X1.gif)" aria-label="" data-img-alt="data:image/png;base64,"></div></div></div> <div class="expt-box fixed"><div class="box-name-wrap linked" data-url="/web/20230922044335oe_/https://experiments.withgoogle.com/tiny-motion-trainer"><h3 class="box-name">Tiny Motion Trainer</h3><div class="box-subname">by Google Creative Lab </div><div class="box-subname desc dark"> A code-free tool that lets you create custom, microcontroller-ready models based on IMU data. </div></div><div class="box-bg-wrap linked" data-url="/web/20230922044335oe_/https://experiments.withgoogle.com/tiny-motion-trainer"><div class="box-bg action-overlay"><div class="action-button-holder"> <a class="button fixed small caps" href="http://web.archive.org/web/20230922044335/https://experiments.withgoogle.com/tiny-motion-trainer/view" target="_blank" aria-label="Launch Tiny Motion Trainer Experiment">Launch Experiment</a><br> <a class="button hollow fixed small caps" href="/web/20230922044335/https://experiments.withgoogle.com/tiny-motion-trainer" aria-label="Learn more about Tiny Motion Trainer Experiment">Overview</a></div></div><div class="box-bg gif-image" style="background-image:url(http://web.archive.org/web/20230922044335im_/https://storage.googleapis.com/gweb-experiments.appspot.com/8781-TMT_1x1.gif)" aria-label="" data-img-alt="data:image/png;base64,"></div></div></div> <div class="expt-box fixed"><div class="box-name-wrap linked" data-url="/web/20230922044335oe_/https://experiments.withgoogle.com/astrowand"><h3 class="box-name">Astrowand</h3><div class="box-subname">by Google Creative Lab </div><div class="box-subname desc dark"> Draw shapes in the sky to form constellations. </div></div><div class="box-bg-wrap linked" data-url="/web/20230922044335oe_/https://experiments.withgoogle.com/astrowand"><div class="box-bg action-overlay"><div class="action-button-holder"> <a class="button fixed small caps" href="http://web.archive.org/web/20230922044335/https://experiments.withgoogle.com/astrowand/view" target="_blank" aria-label="Launch Astrowand Experiment">Launch Experiment</a><br> <a class="button hollow fixed small caps" href="/web/20230922044335/https://experiments.withgoogle.com/astrowand" aria-label="Learn more about Astrowand Experiment">Overview</a></div></div><div class="box-bg gif-image" style="background-image:url(http://web.archive.org/web/20230922044335im_/https://storage.googleapis.com/gweb-experiments.appspot.com/2652-Thumbnail_1x1.gif)" aria-label="" data-img-alt="data:image/png;base64,"></div></div></div> <div class="expt-box fixed"><div class="box-name-wrap linked" data-url="/web/20230922044335oe_/https://experiments.withgoogle.com/visual-alarm-clock"><h3 class="box-name">Morning Mountain: Visual Alarm Clock</h3><div class="box-subname">by Google Creative Lab </div><div class="box-subname desc dark"> Get up in the morning by striking a pose to stop your alarm from ringing. </div></div><div class="box-bg-wrap linked" data-url="/web/20230922044335oe_/https://experiments.withgoogle.com/visual-alarm-clock"><div class="box-bg action-overlay"><div class="action-button-holder"> <a class="button fixed small caps" href="http://web.archive.org/web/20230922044335/https://experiments.withgoogle.com/visual-alarm-clock/view" target="_blank" aria-label="Launch Morning 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