MHPro: Multi-Hypothesis Probabilistic Modeling for Human Mesh Recovery

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Dependencies

Requirements:

• python3.6
• pytorch==1.1.0
• Pytorch
• trimesh
• open3d
• ...

Install

conda create -n MHPro python=3.6
conda install pytorch==1.7.0 torchvision==0.8.0 cudatoolkit=11.0 -c pytorch
or conda install pytorch==1.6.0 torchvision==0.7.0 cudatoolkit=10.2 -c pytorch
pip install -r requirements.txt

Demo

Training and Testing

Training

Testing

Citation

If you find this code useful, please cite our work with the following bibtex:

@article{xuan2022cicai,
  author = {Haibiao Xuan and Jinsong Zhang and Kun Li},
  title = {MHPro: Multi-Hypothesis Probabilistic Modeling for Human Mesh Recovery},
  booktitle = {Proceedings of the the CAAI International Conference on Artificial Intelligence (CICAI)},
  year={2022}
}

Acknowledgement

License