GANimation: Anatomically-aware Facial Animation from a Single Image

TensorFlow Version

2.4

Other Requirements

• OS: Ubuntu
• OpenFace(ACADEMIC OR NON-PROFIT ORGANIZATION NONCOMMERCIAL RESEARCH USE ONLY)
  Follow the commands below to install and set the environment variable of OpenFace

  git clone https://github.com/TadasBaltrusaitis/OpenFace.git
  cd OpenFace
  bash ./download_models.sh
  sudo bash ./install.sh
  export PATH="`pwd`/build/bin:$PATH"
  

• Face Recognition
  1. To install Face Recognition, you need to install dlib first. To install dlib, please refer to the following page.
     https://github.com/ageitgey/face_recognition/blob/master/Dockerfile#L6-L34
  2. Then install Face Recgnition as follows.

  pip install face_recognition
  

Datasets

CelebA

Prepare the Dataset

coming soon

Train

coming soon

Test

coming soon

References

• Paper
  • GANimation: Anatomically-aware Facial Animation from a Single Image