models/handpose_estimation_mediapipe/README.md

Hand pose estimation from MediaPipe Handpose

This model estimates 21 hand keypoints per detected hand from palm detector. (The image below is referenced from MediaPipe Hands Keypoints)

This model is converted from Tensorflow-JS to ONNX using following tools:

• tfjs to tf_saved_model: https://github.com/patlevin/tfjs-to-tf/
• tf_saved_model to ONNX: https://github.com/onnx/tensorflow-onnx
• simplified by onnx-simplifier

Demo

Run the following commands to try the demo:

# detect on camera input
python demo.py
# detect on an image
python demo.py -i /path/to/image

Example outputs

License

All files in this directory are licensed under Apache 2.0 License.

Reference

• MediaPipe Handpose: https://github.com/tensorflow/tfjs-models/tree/master/handpose