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title: VisioTrack
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emoji: π―
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colorFrom: blue
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colorTo: purple
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sdk:
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sdk_version: 3.50.2
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app_file: app.py
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pinned: false
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license: mit
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---
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# VisioTrack -
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##
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- **Download results** - Get your tracked video instantly
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##
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5. **Download** - Save your tracked video
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## π― Tips for Best Results
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- Use clear, high-contrast objects
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- Ensure good lighting in your video
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- Start with a tight bounding box around the object
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- Avoid extreme motion blur
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- Test with shorter videos first
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## π οΈ Technical Details
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- **Model**: SiamRPN (Siamese Region Proposal Network)
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- **Framework**: PyTorch
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- **Interface**: Gradio 3.50.2
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- **Dataset**: GOT-10k
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- **Backend**: OpenCV for video processing
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## π Example Coordinates
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For a 1920x1080 video:
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- **Person in center**: X=800, Y=300, W=300, H=600
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- **Car on left**: X=200, Y=400, W=400, H=300
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- **Face close-up**: X=700, Y=200, W=500, H=500
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## β οΈ Limitations
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- Works best with single object tracking
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- May lose track with extreme occlusion
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- Performance depends on object appearance changes
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- GPU recommended for longer videos
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## π License
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MIT License - Feel free to use and modify!
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---
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title: VisioTrack API
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emoji: π―
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colorFrom: blue
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colorTo: purple
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sdk: docker
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pinned: false
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license: mit
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# VisioTrack - FastAPI Object Tracking API
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REST API for real-time object tracking using SiamRPN.
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## API Endpoints
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- `GET /` - Interactive API documentation (Swagger UI)
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- `GET /health` - Health check
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- `POST /track` - Track object in video
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- `GET /info` - API usage information
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## Usage Example
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```bash
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curl -X POST "https://your-space-url.hf.space/track" \
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-F "video=@your_video.mp4" \
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-F "bbox_x=100" \
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-F "bbox_y=100" \
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-F "bbox_w=200" \
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-F "bbox_h=200" \
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-o tracked_output.mp4
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