README.md

Image inpainting for Irregular Holes using Partial Convolutions

Introduction

@inproceedings{liu2018image,
  title={Image inpainting for irregular holes using partial convolutions},
  author={Liu, Guilin and Reda, Fitsum A and Shih, Kevin J and Wang, Ting-Chun and Tao, Andrew and Catanzaro, Bryan},
  booktitle={Proceedings of the European Conference on Computer Vision (ECCV)},
  pages={85--100},
  year={2018}
}

Results and models

Places365-Challenge

Method	Mask Type	Resolution	Train Iters	Test Set	l1 error	PSNR	SSIM	Download
PConv	free-form	256x256	500k	Places365-val	8.776	22.762	0.801	model | log

CelebA-HQ

Method	Mask Type	Resolution	Train Iters	Test Set	l1 error	PSNR	SSIM	Download
PConv	free-form	256x256	500k	CelebA-val	5.990	25.404	0.853	model | log