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Globally and Locally Consistent Image Completion

Introduction

@article{iizuka2017globally,
  title={Globally and locally consistent image completion},
  author={Iizuka, Satoshi and Simo-Serra, Edgar and Ishikawa, Hiroshi},
  journal={ACM Transactions on Graphics (ToG)},
  volume={36},
  number={4},
  pages={1--14},
  year={2017},
  publisher={ACM New York, NY, USA}
}

Note that we do not apply the post-processing module in Global&Local for a fair comparison with current deep inpainting methods.

Results and models

Places365-Challenge

Method Mask Type Resolution Train Iters Test Set l1 error PSNR SSIM Download
Global&Local square bbox 256x256 500k Places365-val 11.164 23.152 0.862 model | log

CelebA-HQ

Method Mask Type Resolution Train Iters Test Set l1 error PSNR SSIM Download
Global&Local square bbox 256x256 500k CelebA-val 6.678 26.780 0.904 model | log