This repository provides a PyTorch implementation of the OpenPose system for human pose estimation. It converts the original Caffe models to PyTorch format, enabling body pose estimation and hand keypoint detection. The project uses detected body keypoints to approximate hand locations by analyzing wrist and elbow positions. It serves as a pure Python alternative to the original C++ implementation.