Awesome

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