This Repo implments various versions of GAN using Pytorch and Python.
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Basic GAN (folder: 1_basic_GAN):
- Based on classic paper by Goodfellow et. al 2014: Generative Adversarial Networks.
- Feed forward dense GAN structure
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Deep Convolutional GAN (folder: 2_DCGAN):
- based on : Radford, et al 2015 - Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks
- Conv GAN structure