Getting some random noise in generated fake images while training after few epochs and not generating quite clear images even after 60 epochs

aitorzip / PyTorch-CycleGAN

A clean and readable Pytorch implementation of CycleGAN

https://arxiv.org/abs/1703.10593

GNU General Public License v3.0

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Getting some random noise in generated fake images while training after few epochs and not generating quite clear images even after 60 epochs #28

Closed Vaishnvi closed 4 years ago

Vaishnvi commented 4 years ago

Hi @aitorzip

I have been training cyclegan on my own dataset of around 500 images of A and 500 images of B. But after few epochs I see that there’s random noise added to the fake images being generated while training and after 60 epochs now it’s still having some noise in generated images. But I see that g_loss is minimising well for 60 epochs as of now but also random oscillations in loss_G_GAN Is there anything that’s going wrong in training ?

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