jkzhu / WM3DR

WM3DR

Weakly-Supervised Multi-Face 3D Reconstruction

Installation

To run the demo, the following requirements are needed.

pytorch >= 1.4
pytorch3d

Model

3DMM model used in this repo is from Deep3dPytorch, you should generate mSEmTFK68etc.chj file and put it into './BFM/'

Download the trained model final.pth in './model/'

Demo

python demo_video.py

Citation

If you find this project useful for your research, please use the following BibTeX entry.

@misc{zhang2021weaklysupervised,
  title={Weakly-Supervised Multi-Face 3D Reconstruction}, 
  author={Jialiang Zhang and Lixiang Lin and Jianke Zhu and Steven C. H. Hoi},
  year={2021},
  eprint={2101.02000},
  archivePrefix={arXiv},
  primaryClass={cs.CV}
}