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Ideas about describing each GAN #23

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DonaldTsang opened this issue Jan 12, 2020 · 1 comment
Closed

Ideas about describing each GAN #23

DonaldTsang opened this issue Jan 12, 2020 · 1 comment

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@DonaldTsang
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As noted in kozistr/Awesome-GANs#14 and kozistr/Awesome-GANs#18 I would like to request help in regards to collecting GANs. If it is possible I would like to ask for help as to:

  • formalize the meta-structure of GANs outside of specific generators and discriminators (should have)
  • visualize the meta-structures of GANs in a way that is easy to understand (see pic below) (should have)
  • turn the GAN meta-structure into a Python class that can allow for hot-swappable generators and discriminators (could have)
  • update Awesome-GANs with more GAN models and architectures through Python/Tensorflow (could have)

Here is the type of thing that may be useful for understanding GANs

@nightrome
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Unfortunately I haven't been working with GANs in a while, so I will be of little use. The project however sounds awesome and I'd be happy to link to it at the top of my page.

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