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<!DOCTYPE html>
<html>
<head>
<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>WebNN Developer Preview</title>
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<!-- <a href="https://microsoft.github.io/webnn-developer-preview" title="WebNN Developer Preview">
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</svg>
</a>
</header>
<section class="banner-content" id="banner">
<h1>WebNN Developer Preview</h1>
<div>
Run ONNX models in the browser with WebNN. The developer preview unlocks interactive ML on
the web that benefits
from reduced latency, enhanced privacy and security, and GPU acceleration from DirectML.
To run the samples
below, please ensure the WebNN flag is enabled in about:flags. For more information on how
to get started with
the WebNN Developer Preview, please visit <a
href="https://learn.microsoft.com/en-us/windows/ai/directml/webnn-overview">our
documentation</a>.
</div>
</section>
</section>
<div class="card_4">
<article id>
<div class="thumb">
<a class="filled sample" href="./demos/stable-diffusion-1.5/">
<img src="./assets/img/demos/sd1.5.jpg" />
</a>
<div class="archive">
<a class="icon github" title="Code on GitHub"
href="https://github.com/microsoft/webnn-developer-preview/tree/main/demos/stable-diffusion-1.5"></a>
</div>
</div>
<div class="description">
<div class="g2">
<div class="tags">
<span>Text Encoder</span><span>UNET</span><span>VAE</span>
</div>
<div class="tags backend"><span>WebNN GPU</span></div>
</div>
<h2 class="title"><a href="./demos/stable-diffusion-1.5/">Stable Diffusion 1.5</a></h2>
<div class="category">Text-to-Image</div>
</div>
</article>
<article id>
<div class="thumb">
<a class="filled sample" href="./demos/sd-turbo/">
<img src="./assets/img/demos/sd_turbo.png" />
</a>
<div class="archive">
<a class="icon github" title="Code on GitHub"
href="https://github.com/eyaler/webnn-developer-preview/tree/main/demos/sd-turbo"></a>
</div>
</div>
<div class="description">
<div class="g2">
<div class="tags">
<span>Text Encoder</span><span>UNET</span><span>VAE</span>
</div>
<div class="tags backend"><span>WebNN GPU</span></div>
</div>
<h2 class="title"><a href="./demos/sd-turbo/">Stable Diffusion Turbo</a></h2>
<div class="category">Text-to-Image, Image-to-Image</div>
</div>
</article>
<article id>
<div class="thumb">
<a class="filled sample" href="./demos/segment-anything/">
<img src="./assets/img/demos/sam.jpg" />
</a>
<div class="archive">
<a class="icon github" title="Code on GitHub"
href="https://github.com/microsoft/webnn-developer-preview/tree/main/demos/segment-anything"></a>
</div>
</div>
<div class="description">
<div class="g2">
<div class="tags">
<span>SAM</span>
</div>
<div class="tags backend"><span>WebNN GPU</span></div>
</div>
<h2 class="title"><a href="./demos/segment-anything/">Segment Anything</a></h2>
<div class="category">Image Segmentation</div>
</div>
</article>
<article id>
<div class="thumb">
<a class="filled sample" href="./demos/whisper-base/">
<img src="./assets/img/demos/whisper.jpg" />
</a>
<div class="archive">
<a class="icon github" title="Code on GitHub"
href="https://github.com/microsoft/webnn-developer-preview/tree/main/demos/whisper-base"></a>
</div>
</div>
<div class="description">
<div class="g2">
<div class="tags">
<span>Encoder</span><span>Decoder</span>
</div>
<div class="tags backend">
<a href="./demos/whisper-base/?devicetype=gpu" title="WebNN GPU">GPU</a>
<a href="./demos/whisper-base/?devicetype=npu" title="WebNN NPU">NPU</a>
</div>
</div>
<h2 class="title"><a href="./demos/whisper-base/">Whisper Base</a></h2>
<div class="category">Automatic Speech Recognition</div>
</div>
</article>
<article id>
<div class="thumb">
<a class="filled sample" href="./demos/image-classification/">
<img src="./assets/img/demos/ic.jpg" />
</a>
<div class="archive">
<a class="icon github" title="Code on GitHub"
href="https://github.com/microsoft/webnn-developer-preview/tree/main/demos/image-classification"></a>
</div>
</div>
<div class="description">
<div class="g2">
<div class="tags">
<span>MobileNet</span><span>ResNet</span>
</div>
<div class="tags backend"><a
href="./demos/image-classification/?provider=webnn&devicetype=gpu&model=mobilenet-v2&run=5"
title="WebNN GPU">GPU</a> <a
href="./demos/image-classification/?provider=webnn&devicetype=npu&model=mobilenet-v2&run=5"
title="WebNN NPU">NPU</a>
</div>
</div>
<h2 class="title"><a href="./demos/image-classification/">Image Classification</a></h2>
<div class="category">Classification</div>
</div>
</article>
</div>
<footer>
<ul>
<li>
<a href="https://learn.microsoft.com/en-us/windows/ai/directml/dml"
title="Microsoft Direct Machine Learning (DirectML)">Direct Machine Learning
(DirectML)</a>
</li>
<li>
<a href="https://github.com/microsoft/onnxruntime/tree/main/js/web#readme" title="ONNX Runtime Web">ONNX Runtime
Web</a>
</li>
<li>
<a href="https://onnx.ai/" title="ONNX, Open Neural Network Exchange">ONNX</a>
</li>
<li>
<a href="https://webmachinelearning.github.io/webnn-intro/" title="W3C Web Neural Network API">WebNN API</a>
</li>
<li><a href="./install.html" title="WebNN Installation Guide">WebNN Installation
Guide</a>
</li>
</ul>
</footer>
</body>
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