Blurry image B, but clear image A reconstruction

junyanz / CycleGAN

Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.

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Blurry image B, but clear image A reconstruction #140

Closed NeilDG closed 3 years ago

NeilDG commented 3 years ago

Hello!

I'm currently experimenting domain adaptation. I've encountered a case where my CycleGAN reconstructs image A clearly, but image B is blurry. This is the current situation at 40 epochs, with 200k training images. Training losses seem to converge at this point. Any tips how to address this issue?

Currently training with image patches of size 16x16 from image size 256x256.

NeilDG commented 3 years ago

Moving issue to pytorch github page, since code is also implemented using PyTorch. https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix/issues