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aleju / face-generator

Generate human faces with neural networks
MIT License
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Bad generated faces after large number of epochs #2

Closed sebastiangonsal closed 7 years ago

sebastiangonsal commented 7 years ago

Hi, I have written a gan implementation but find that it starts generating random faces after a lot of iterations after giving good results until starting 5 -6 epochs.

Did you find your loss to increase in higher iterations or it just got better?

aleju commented 7 years ago

Did you write a GAN according to the original algorithm? These often suddenly explode and turn from good to complete garbage. With the DCGAN architecture that happens less often. WGAN has even better stability.

sebastiangonsal commented 7 years ago

I did write it according to the DCGAN architecture. THanks