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raahii / 3dgan-chainer

:package: A Chainer implementation of 3D Generative Adversarial Network.
MIT License
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All generate objects are same #3

Open elevenjiang1 opened 2 years ago

elevenjiang1 commented 2 years ago

I write a 3DGAN myself,after training,I find that the object generate are all the same,though different random_noise input,Do you know why? (my network not set eval mode)

raahii commented 2 years ago

What you mentioned is called "Mode Collpase", which is one of common problems. There are various approaches, so please look into them.

https://developers.google.com/machine-learning/gan/problems