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Generative Image Inpainting with Contextual Attention

Introduction

@inproceedings{yu2018generative,
  title={Generative image inpainting with contextual attention},
  author={Yu, Jiahui and Lin, Zhe and Yang, Jimei and Shen, Xiaohui and Lu, Xin and Huang, Thomas S},
  booktitle={Proceedings of the IEEE conference on computer vision and pattern recognition},
  pages={5505--5514},
  year={2018}
}

Results and models

Places365-Challenge

Method Mask Type Resolution Train Iters Test Set l1 error PSNR SSIM Download
DeepFillv1 square bbox 256x256 3500k Places365-val 11.019 23.429 0.862 model | log

CelebA-HQ

Method Mask Type Resolution Train Iters Test Set l1 error PSNR SSIM Download
DeepFillv1 square bbox 256x256 1500k CelebA-val 6.677 26.878 0.911 model | log