CycleGANN Monet2Photo results (this file)
CycleGANN IMDB to Rijksmuseum full painting
CycleGANN IMDB to Rijksmuseum face only
Perceived sex classification performance
Source: https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix
Cite:
@article{zhu2017unpaired,
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},
journal={arXiv preprint},
year={2017}
}
Author's implementation on the Monet2Photo model is trained with 1072 Monet painting samples and 6,287 nature photographs over 200 epochs (takes approximately 15 days with a single GPU).
Paintings from Rijksmuseum paintings → Painting to photo results