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Jupyter-GANs (Generative Adversarial Networks)

Tensorflow (mainly Keras) implements of GANs with Jupyter Notebook.

Intro

Use simple Keras codes to help you get insights behind different GANs. The whole process would show on Jupyter Notebooks, which means that you don't have to actually run those codes to get output results or network architectures.
My env: tensorflow-gpu 2.0.0a0

List

  • DCGAN (64*5*5 conv->128*5*5conv)
    dcgan

File

name usage
*.ipynb implements of GANs
pretrained_model/* checkpoint files
image/* generator's output image

Refer

Keras-GAN from eriklindernoren, although he used Keras api, the combine-train mode still seems tricky
the gan zoo
jupyter

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Tensorflow (mainly Keras) implements different GANs with Jupyter Notebook

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