Geometric and structure changes in CycleGAN

junyanz / pytorch-CycleGAN-and-pix2pix

Image-to-Image Translation in PyTorch

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Closed phamnam95 closed 5 years ago

phamnam95 commented 6 years ago

Does anyone have any suggestions to deal with geometric or structure change limitation in CycleGAN?

XGBoost commented 5 years ago

I think Image2image translation can deal with this problem

junyanz commented 5 years ago

Some recent work like RecycleGAN can actually produce big geometric changes. Maybe you want to check it out.

junyanz commented 5 years ago

Also, see this paper "Improving Shape Deformation in Unsupervised Image-to-Image Translation".