Free-Form Image Inpainting with Gated Convolution

ICCV 2019 Jiahui YuZhe LinJimei YangXiaohui ShenXin LuThomas Huang

We present a generative image inpainting system to complete images with free-form mask and guidance. The system is based on gated convolutions learned from millions of images without additional labelling efforts... (read more)

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Results from the Paper


TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK RESULT LEADERBOARD
Image Inpainting Places2 val SN-PatchGAN rect mask l1 error 8.6% # 1
rect mask l2 err 2.0% # 1
free-form mask l1 err 9.1% # 1
free-form mask l2 err 1.6% # 1