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GaParmar / img2img-turbo

One-step image-to-image with Stable Diffusion turbo: sketch2image, day2night, and more
MIT License
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CycleGan-Turbo does not convert images #53

Open ClemensSchwarke opened 2 months ago

ClemensSchwarke commented 2 months ago

Hi, when following the instructions for training CycleGan-Turbo with the horses&zebras dataset, the final network always outputs the reconstructed original image and is not able to translate between domains. Is this a behavior that often occurs when training?

Thanks in advance!

onepeachbiubiubiu commented 2 months ago

+1 , did you use bf16 or fp16?

GaParmar commented 2 months ago

Could you share the outputs and what dataset you are training on?

onepeachbiubiubiu commented 2 months ago

horse2zebra dataset, output images only reconstruct input image without translating to the other domain. I am using bf16 on RTX 4090, will it make any difference?

tfriedel commented 1 month ago

I observed the same issue. Tried with the proposed fix and without it. I think there's a bug in the code. Would really like to see the original code that hopefully doesn't include the bug.

nldhuyen0047 commented 2 days ago

Hello, I'm facing a similar issue as you. I was wondering if you've found the problem and been able to fix it?

Thank you so much.

tfriedel commented 2 days ago

No I'm afraid not. I haven't continued with this. @GaParmar would be much appreciated if you could either fix the issue or share the source that was used to generate the results in the paper.