zhangqianhui / GazeCorrection

GazeAnimationV2 - Official Pytorch Implementation (TIP)

Unsupervised High-Resolution Portrait Gaze Correction and Animation
Paper: https://arxiv.org/abs/2207.00256

Dependencies

Python=3.6
pip install -r requirements.txt

Or Using Conda

-conda create -name GazeA python=3.6
-conda install tensorflow-gpu=1.9 or higher

Other packages installed by pip.

Usage

• Clone this repo:

git clone https://github.com/zhangqianhui/GazeAnimation.git
cd GazeAnimation
git checkout GazeAnimationV2

• Download the CelebAGaze dataset

  Download the tar of CelebGaze dataset from Google Driver Linking.

  cd your_path
  tar -xvf CelebAGaze.tar

• Download the CelebHQGaze dataset

Download the tar of CelebHQGaze dataset from Google Driver Linking.

cd your_path
tar -xvf CelebHQGaze.tar

Experiment Result

Gaze Correction on CelebAHQGaze

@article{zhang2022unsupervised,
  title={Unsupervised High-Resolution Portrait Gaze Correction and Animation},
  author={Zhang, Jichao and Chen, Jingjing and Tang, Hao and Sangineto, Enver and Wu, Peng and Yan, Yan and Sebe, Nicu and Wang, Wei},
  journal={IEEE Transactions on Image Processing},
  year={2022}
}