search

junyanz / pytorch-CycleGAN-and-pix2pix

Image-to-Image Translation in PyTorch
Other
22.8k stars 6.29k forks source link

WGAN produce very poor results #1568

Open xintian-99 opened 1 year ago

xintian-99 commented 1 year ago

Hi

I am using Cyclegan for medical image translation however when I changed the WGAN, the results completely failed. I have attached the original images and the generated results. I have trained for 400 epochs. Anyone has any idea why this happens? Fig 1 Real A Fig 2 Real B Fig 3 fake A from unet128+wgan Fig 4 fake A from res9+wgan A2L_D10_8s_enface024_real_A A2L_D10_8s_enface024_real_B A2L_D10_8s_enface024_fake_B A2L_D10_8s_enface024_fake_A