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face_utils's Introduction

FaceUtils

Overview

This project is built to easy/end-to-end extract face coeffs and rendering.

Features

  • Extractor
    • DeepFace3DRecon
      • extract face box / 68 keypoints (CPU / CUDA)^[only test with single face images]
      • align with lm3d_std and re-crop
      • extract 257-dimensional coefficients
      • get raw face mesh with type trimesh.Trimesh
      • visualize face mesh by overlay on original video
  • Renderer
    • PIRender
      • render video by given identity image and coefficients
  • Utils
    • read any video to 4D numpy array
    • write 4D uint8 numpy array to any video

Usage

Refer to example.py.

Todos

  • more extractors and renders
  • more tests
  • more documents

Note

This repo mainly borrows code from sicxu/Deep3DFaceRecon_pytorch and RenYurui/PIRender

face_utils's People

Contributors

dc3ea9f avatar

Stargazers

Guangtao Lyu ( 吕光涛 ) avatar Yongqiang Li avatar avatar

Watchers

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Forkers

mducducd

face_utils's Issues

requirements.txt

Thanks for your wonderful repository.
But, could you provide 'requirements.txt' and the CUDA version that you used?

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