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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<title>Transformers.js | WebGPU real-time object detection</title>
<script type="module" crossorigin src="/assets/index-C2x4uvch.js"></script>
<link rel="stylesheet" crossorigin href="/assets/index-DMNAdTgA.css">
</head>
<body>
<h1>
WebGPU real-time object detection w/
<a href="http://github.com/xenova/transformers.js" target="_blank">🤗 Transformers.js</a>
</h1>
<h4>
Runs locally in your browser, powered by
<a href="https://huggingface.co/Xenova/yolos-tiny" target="_blank">YOLOS</a>
</h4>
<div id="container">
<video id="video" autoplay muted playsinline></video>
<canvas id="canvas" width="360" height="240"></canvas>
<div id="overlay"></div>
</div>
<div id="controls">
<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>)
<br>
<input id="scale" type="range" min="0.1" max="1" step="0.1" value="0.5" disabled>
</div>
<div title="The length of the longest edge of the image (lower = faster)">
<label>Image size</label>
(<label id="size-value">256</label>)
<br>
<input id="size" type="range" min="128" max="1024" step="32" value="256" disabled>
</div>
<div>
<label>Threshold</label>
(<label id="threshold-value">0.7</label>)
<br>
<input id="threshold" type="range" min="0.01" max="1" step="0.01" value="0.7" disabled>
</div>
</div>
<label id="status"></label>
</body>
</html> |