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Published 20 hours ago • verified publisher icon DequanZhu
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Metadata

This repository implements all kinds of GAN-models based on tensorflow2.0 keras API including GAN, CGAN, WGAN, WGAN_GP, VAE, CVAE, LSGAN, infoGAN, EBGAN, BEGAN, ACGAN

Description

This repository implements all kinds of GAN-models based on tensorflow2.0 keras API and in eager mode. The code was only validated on windows platform and just cpu mode.

How to use

Install tensorflow2.0-aplha version. Anaconda virtual enviroment is recommended. To support GPU mode,please refer to this(I haven't validated on GPU beacuse have no GPU to use).

TODO

  • [x] To implement ACGAN, EBGAN, BEGAN, etc.
  • [x] Support GPU run.

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verified publisher icon DequanZhu

Metadata

This repository implements all kinds of GAN-models based on tensorflow2.0 keras API including GAN, CGAN, WGAN, WGAN_GP, VAE, CVAE, LSGAN, infoGAN, EBGAN, BEGAN, ACGAN

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