zhengxiangyue / joint_capture

Tong xue, you kong yi qi zuo AI ？

3D Human Pose Estimation Using Single RGB Camera

Demo usage

1. Clone project

   git clone https://github.com/zhengxiangyue/joint_capture.git
   cd joint_capture
   

2. Download dataset and model Human36m and put data folder in joint_capture

3. Open server

   python service.py
   

4. Open demo in browser app/index.html

Dataset

Human3.6M

Dependencies

Pytorch >= 0.3.0

Usage

Download the pre-processed Human36m dataset in 3d joints:

unzip human36m.zip
rm h36m.zip

Train

python 3d_pose_detection.py --train or python 3d_pose_detection.py --train --resume

Test

python 3d_pose_detection.py --test --load ./checkpoint/best.pth.tar

The project is based on

@inproceedings{martinez_2017_3dbaseline,
  title={A simple yet effective baseline for 3d human pose estimation},
  author={Martinez, Julieta and Hossain, Rayat and Romero, Javier and Little, James J.},
  booktitle={ICCV},
  year={2017}
}