README.md

Free-form Image Inpainting with Gated Convolution

Introduction

@inproceedings{yu2019free,
  title={Free-form image inpainting with gated convolution},
  author={Yu, Jiahui and Lin, Zhe and Yang, Jimei and Shen, Xiaohui and Lu, Xin and Huang, Thomas S},
  booktitle={Proceedings of the IEEE International Conference on Computer Vision},
  pages={4471--4480},
  year={2019}
}

Results and models

Places365-Challenge

Method	Mask Type	Resolution	Train Iters	Test Set	l1 error	PSNR	SSIM	Download
DeepFillv2	free-form	256x256	100k	Places365-val	8.635	22.398	0.815	model | log

CelebA-HQ

Method	Mask Type	Resolution	Train Iters	Test Set	l1 error	PSNR	SSIM	Download
DeepFillv2	free-form	256x256	20k	CelebA-val	5.411	25.721	0.871	model | log