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Basic pose detection in Python with ONNX Runtime and MediaPipe

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HRNet Pose Detection with NPU Acceleration

Real-time human pose estimation using Qualcomm Snapdragon X Elite NPU with MediaPipe fallback support.

🚀 Quick Start

  1. Follow the Setup Guide to prepare your environment.
  2. Use the application:
    # Process an image
    python main.py --image vitruvian-man.jpg --output result.jpg
    
    # Run with camera stream
    python main.py
    
    # Run camera stream with MediaPipe
    python main.py --mediapipe

📚 Documentation

Comprehensive documentation is available in the docs/ directory:

🤝 Contributing

  1. Fork the repository
  2. Create feature branch
  3. Add tests for new features
  4. Ensure all tests pass
  5. Update documentation in docs/
  6. Submit pull request

📜 License

This project is licensed under the MIT License. See the LICENSE file for details.

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Basic pose detection in Python with ONNX Runtime and MediaPipe

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