rwightman/posenet-python
A Python port of Google TensorFlow.js PoseNet (Real-time Human Pose Estimation)
Implements multi-pose detection using MobileNet backbone with vectorized NumPy/SciPy kernels, achieving 90-110 fps on GPU through optimized post-processing that significantly outperforms direct JavaScript translations. Automatically downloads and converts TensorFlow.js model weights at runtime, integrating with TensorFlow and OpenCV for inference pipelines from images or webcam streams.
505 stars. No commits in the last 6 months.
Stars
505
Forks
183
Language
Python
License
Apache-2.0
Category
Last pushed
Sep 02, 2022
Commits (30d)
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