face_alignment_keras

This is the keras implementation of the face alignment network. Build using FAN's state-of-the-art deep learning based face alignment method.

• This repository also contains training code of training your own model.
• This network has been modified for fine grained lip-landmark localization, to adap it for full face landmark localization, change utils.py and model.py files.

Note:

• The lua version, by the authors is available here.

• The pytorch version, by the authors is available here.

Get the Face Alignment source code

git clone https://github.com/abskjha/face_alignment_keras

Requirements

• Python 3.5+ or Python 2.7 (it may work with other versions too)
• Linux, Windows or macOS
• Keras (2.1.3)
• Tensorflow (1.8.0)

Contributions

All contributions are welcomed. If you encounter any issue (including examples of images where it fails) feel free to open an issue.

Citation

@inproceedings{bulat2017far,
  title={How far are we from solving the 2D \& 3D Face Alignment problem? (and a dataset of 230,000 3D facial landmarks)},
  author={Bulat, Adrian and Tzimiropoulos, Georgios},
  booktitle={International Conference on Computer Vision},
  year={2017}
}

For citing dlib, pytorch or any other packages used here please check the original page of their respective authors.