Skip to content

XJTUeducation/3D-Human-Face-Reconstruction-with-3DMM-face-model-from-RGB-image

 
 

Repository files navigation

3D-Human-Face-Reconstruction-with-3DMM-face-model-from-RGB-image

Reconstruct 3D model from 2D human face images and CNN based PCA generation.

Environment:
PyTorch 1.5 CUDA 10.2

Extra packages:
Training Dataset: https://bcsiriuschen.github.io/CARC/
Face Alignment: https://github.com/1adrianb/face-alignment
Soft Rasterizer: https://github.com/ShichenLiu/SoftRas
Mesh Lab: https://www.meshlab.net/

This is the project from Yue Wu and Juheng Yang in Image and Video Processing Spring 2021.
Thanks a lot for the help from Zhipeng Fan.

Update: 7/24/2021 SoftRenderer is removed in the source code, but there are still some examples provided by the author on how to use SoftRasterizer.

About

Reconstruct 3D model from 2D human face images and CNN based PCA generation.

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

 
 
 

Languages

  • Python 100.0%