My test results of horse2zebra is somewhat different from this.

xiaowei-hu / CycleGAN-tensorflow

Tensorflow implementation for learning an image-to-image translation without input-output pairs. https://arxiv.org/pdf/1703.10593.pdf

715 stars 294 forks source link

My test results of horse2zebra is somewhat different from this. #49

Open zzingae opened 6 years ago

zzingae commented 6 years ago

Thank you for providing your codes. I trained horse2zebra network using your codes and tested without modification. However, the result of test images is quite different from yours. Is this because I'm using Windows7?

zzingae commented 6 years ago

I found that each training with the same code can lead to very different result due to the difference of initial weight values. I was able to obtain very similar test result with that of author after 4 times training. Hope this helps!

Kaede93 commented 4 years ago

@zzingae @xhujoy hello, can you guys give me some tips on choosing kernel initializer? which one would get comparable results with shared code? and what's the parameters setting?