- Tensorflow
Please create txt files with each line in the form <image_path>;<person_id>
Pretraining
pretrain.shFinetunning
train_DRGAN_multi.shIf you find this work useful, please cite our papers with the following bibtex:
@article{ tran2018representation,
author = { Luan Tran and Xi Yin and Xiaoming Liu },
title = { Representation Learning by Rotating Your Faces },
booktitle = { IEEE Transactions on Pattern Analysis and Machine Intelligence },
month = { September },
year = { 2018 },
}@inproceedings{ tran2017disentangled,
author = { Luan Tran and Xi Yin and Xiaoming Liu },
title = { Disentangled Representation Learning GAN for Pose-Invariant Face Recognition },
booktitle = { In Proceeding of IEEE Computer Vision and Pattern Recognition },
address = { Honolulu, HI },
month = { July },
year = { 2017 },
}If you have any questions, feel free to drop an email to tranluan@msu.edu.