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bstriner / keras-adversarial

Keras Generative Adversarial Networks
MIT License
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I wrote the TensorFlow version of your work in Keras. #6

Open ctmakro opened 7 years ago

ctmakro commented 7 years ago

I wrote it yesterday, and today I came across your repo so just wanna let you know.

Here's the description: https://ctmakro.github.io/site/on_learning/fast_gan_in_keras.html w/ code inside.

However I didn't make it into a class.

Oh and, your DCGAN implementation seems to have diversity problem(a lot of the generations are exactly the same). you should 1) single-sided label smoothing 2) add decaying noise to input 3) use batch discrimination.

kechan commented 6 years ago

I experienced this "diversity" problem with example_gan.py. My generated MNIST are all 1s and 7s. =(.