DaNet 3D Human Pose (the repo is still in progress)

This repository serve as a baseline (for me) code for making 3D human pose model using CNN. I'm still looking the right model. The camera orientation doesnt work as expected Warning: this repo is heavily inspired by the Facebook Video3D repo.

Dataset

This repository provide the Human3.6M dataset in 3d points, camera parameters to produce ground truth 2d detections.

How to download the dataset:

bash download_data.sh

Dependencies

• h5py
• tensorflow, keras 1.0 or later
• [numpy]

Generate the data

python3 Utils/PrepareDataset.py after the dataset prepation has done , please place the files data_2d_h36m_gt.npz and data_3d_h36m.npz in the data directory

Training the model

python3 Training.py

Testing the model

python3 Testing.py

Example

Citing

If you use our code, please cite our work

@inproceedings{DaNet 3D Human Pose,
  title={A simple CNN Architecture for 3D human pose},
  author={Ondonda Prince.},
  year={2019}
}