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| <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"> | |
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| <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> |