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moelgendy / deep_learning_for_vision_systems

This repository accompanies the book "Deep Learning for Vision Systems".
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DCGAN for fashion-MNIST results inaccurate #11

Closed banishnarang closed 2 years ago

banishnarang commented 3 years ago

When the DCGAN Network is trained for 1000 or even 10,000 epochs, the image results are just noise which is kind of consistent in all the images. Typed every line of code at first, tried running the file from the repo afterward, however, the results tend to be the same.

moelgendy commented 3 years ago

Thanks for the note, @banishnarang! I'll look into this issue and update the project as needed.

AntonVeynshter commented 3 years ago

I run in same issue. I tried to decrease learning rate for discriminator, it worked, but after some hundert epochs it became noise again.