How to Eliminate Artifacts Due to the Corase to Fine Mode of the LPTN Network

csjliang / LPTN

Official implementation of the paper 'High-Resolution Photorealistic Image Translation in Real-Time: A Laplacian Pyramid Translation Network' in CVPR 2021

Apache License 2.0

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How to Eliminate Artifacts Due to the Corase to Fine Mode of the LPTN Network #37

Closed jxust01 closed 2 years ago

jxust01 commented 2 years ago

Thank you for your research and sharing your code! But In my scene, some artifacts are generated on the border and around salient objects. I guess this is caused by corase to fine mode of the LPTN Network , and I would like to know how to improve this kind of problem, can you give me some advices? thanks!

csjliang commented 2 years ago

Hi, thanks for your attention and sorry for the late reply. You may also try to use pixel-wise loss only to avoid the artifacts issues. Please refer to my answer in #36. Thanks.