Pytorch_Pose_Proposal_Network

Real-time human pose estimation code based on pose proposal network(ECCV2018)

Webcam Test Result

Difference from Pose Proposal Network(T. Sekii- ECCV 2018)

Network - Dilated Residual Network

Training - GradNorm

Environment

OS: Ubuntu 16.04
Python version: 3.5.2
PyTorch version: 1.1.0

How To Use

1. Data preprocessing by using code in data folder
2. Update directory paths in train.sh
3. Train the network
4. Update directory paths in rt_test.sh and run the code

Reference

• Pose proposal network: here
• Evaluation code: here