This Repository includes the software packages and scripts I used for the completion of my MSc Thesis
The directory GANs consists of 2 notebooks, CycleGAN and StyleGAN2 ada. The commands in the notebook can be used to train the GANs
The StyleGAN2 ada repository has been cloned from https://github.com/NVlabs/stylegan2-ada developed by NVIDIA based on the paper
@inproceedings{Karras2020ada,
title = {Training Generative Adversarial Networks with Limited Data},
author = {Tero Karras and Miika Aittala and Janne Hellsten and Samuli Laine and Jaakko Lehtinen and Timo Aila},
booktitle = {Proc. NeurIPS},
year = {2020}
}
The CycleGAN repository has been cloned from https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix based on the paper
@inproceedings{CycleGAN2017,
title={Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks},
author={Zhu, Jun-Yan and Park, Taesung and Isola, Phillip and Efros, Alexei A},
booktitle={Computer Vision (ICCV), 2017 IEEE International Conference on},
year={2017}
}
@inproceedings{isola2017image,
title={Image-to-Image Translation with Conditional Adversarial Networks},
author={Isola, Phillip and Zhu, Jun-Yan and Zhou, Tinghui and Efros, Alexei A},
booktitle={Computer Vision and Pattern Recognition (CVPR), 2017 IEEE Conference on},
year={2017}
}