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<title>Transformers.js | WebGPU real-time object detection</title>
<script type="module" crossorigin src="/assets/index-C2x4uvch.js"></script>
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<h1>
WebGPU real-time object detection w/
<a href="http://github.com/xenova/transformers.js" target="_blank">🤗 Transformers.js</a>
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<h4>
Runs locally in your browser, powered by
<a href="https://huggingface.co/Xenova/yolos-tiny" target="_blank">YOLOS</a>
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<div id="container">
<video id="video" autoplay muted playsinline></video>
<canvas id="canvas" width="360" height="240"></canvas>
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<div title="Read frames from your webcam and process them at a lower size (lower = faster)">
<label>Stream scale</label>
(<label id="scale-value">0.5</label>)
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<input id="scale" type="range" min="0.1" max="1" step="0.1" value="0.5" disabled>
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<div title="The length of the longest edge of the image (lower = faster)">
<label>Image size</label>
(<label id="size-value">256</label>)
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<input id="size" type="range" min="128" max="1024" step="32" value="256" disabled>
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<div>
<label>Threshold</label>
(<label id="threshold-value">0.7</label>)
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<input id="threshold" type="range" min="0.01" max="1" step="0.01" value="0.7" disabled>
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<label id="status"></label>
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