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Monet2PhotoResults.md

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Table of Contents

IMDb dataset

Rijksmuseum dataset

CycleGANN Monet2Photo results (this file)

CycleGANN Nightwatch results

CycleGANN IMDB to Rijksmuseum full painting

CycleGANN IMDB to Rijksmuseum face only

Perceived sex classification performance

Painting to Photo using CycleGann

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).

Experiments

Paintings from Rijksmuseum paintings → Painting to photo results

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