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vjepa2-streaming-video-classification
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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>V-JEPA 2 Video Classification Demo</title>
	<link rel="stylesheet" href="style.css" />
	<link href="https://fonts.googleapis.com/css2?family=Inter:wght@400;500;600&display=swap" rel="stylesheet">
</head>

<body>
	<div class="container">
		<header>
			<h1>V-JEPA 2: Streaming Video Classification</h1>
			<nav class="links">
				<a href="https://huggingface.co/collections/facebook/v-jepa-2-6841bad8413014e185b497a6"
					target="_blank">🤖
					Hugging Face Collection</a>
				<a href="https://github.com/facebookresearch/vjepa2" target="_blank">💻 GitHub</a>
				<a href="https://huggingface.co/papers/2506.09985" target="_blank">📑 Paper</a>
			</nav>
		</header>

		<section class="description">
			<h4>🎥 Video Classification</h4>
			<p>This demo showcases a specialized version of V-JEPA 2, fine-tuned for real-time video action recognition!
				Model optimized specifically for classifying 174 different actions from the Something-Something-V2
				dataset.
				Watch as it instantly understands what's happening in the video! ⚡
				See instructions below to get started with your webcam. 🚀
			</p>

		</section>

		<section class="demo">
			<h2>Recorded Demo</h2>
			<div class="video-container">
				<video controls>
					<source
						src="https://huggingface.co/spaces/qubvel-hf/vjepa2-streaming-video-classification/resolve/main/misc/vjepa2-fastrtc-demo.mp4"
						type="video/mp4">
					Your browser does not support the video tag.
				</video>
			</div>
		</section>

		<section class="installation">
			<h2>Getting Started</h2>
			<div class="instructions">
				<h3>1. Clone the Repository</h3>
				<pre><code>git clone https://huggingface.co/spaces/qubvel-hf/vjepa2-streaming-video-classification
cd vjepa2-streaming-video-classification</code></pre>

				<h3>2. Install requirements</h3>
				<pre><code>pip install -r requirements.txt</code></pre>

				<h3>3. Run the Demo</h3>
				<pre><code>gradio app.py</code></pre>
			</div>
		</section>

		<footer>
			<p>Built with ❤️ using <a href="https://huggingface.co/transformers" target="_blank">Hugging Face
					Transformers</a></p>
		</footer>
	</div>
</body>

</html>