Code openning soon before May 2020

We proposed an unsupervised learning-based network, named NPF-MVSNet, for multi-view stereo reconstruction without ground-truth 3D training data. If you find this project useful for your research, please cite:

@inproceedings{Huang2020NPFMVSNetNA,
  title={NPF-MVSNet: Normal and Pyramid Feature Aided Unsupervised MVS Network},
  author={Baichuan Huang and Can Huang and Yijia He and Jingbin Liu and Xin Liu},
  year={2020}
}

• python 3.6.9
• pytorch 1.0.1
• CUDA 10.1 cudnn 7.5.0 The conda environment is listed in requirements.txt

The best unsupervised MVS network until April 17, 2020. See the leaderboard .

We acknowledge the following repositories MVSNet and MVSNet_pytorch.