├── .gitignore ├── Conditional_DCGAN ├── Discriminator.py ├── Generator.py └── Optimizer.py ├── CycleGAN ├── CycleGAN.py ├── Discriminator.py ├── Generator.py └── Initializers.py ├── Experiments_With_MNIST ├── .gitignore ├── 1-MLP-GAN │ ├── mlp-gan.png │ ├── models │ │ └── generator.h5 │ ├── notebooks │ │ ├── generative-adversarial-network-in-tensorflow.ipynb │ │ └── generative-adversarial-networks.ipynb │ └── test_model.py ├── 2-DCGAN │ ├── dcgan.png │ ├── models │ │ └── generator.h5 │ ├── notebooks │ │ └── dcgan-in-tensorflow.ipynb │ └── test_model.py ├── 3-ACGAN │ ├── acgan.png │ ├── models │ │ └── generator.h5 │ ├── notebooks │ │ └── auxiliary-classifier-gan.ipynb │ └── test_model.py ├── 4-WGAN │ ├── models │ │ └── generator.h5 │ ├── notebooks │ │ └── wassertein-gan.ipynb │ ├── test_model.py │ └── wgan.png ├── 5-CDCGAN │ ├── cdcgan.png │ └── notebooks │ │ └── conditional-dcgan.ipynb └── README.md ├── Generating_Anime_Faces ├── Deep_Convolutional_AnimeGAN │ ├── README.md │ ├── animegan.ipynb │ └── images │ │ ├── dataset-sample.png │ │ ├── discriminator.svg │ │ ├── discriminator_loss.png │ │ ├── gan.svg │ │ ├── generator.svg │ │ ├── generator_loss.png │ │ ├── smaple_output.png │ │ ├── training_montage │ │ ├── 1.png │ │ ├── 10.png │ │ ├── 11.png │ │ ├── 12.png │ │ ├── 13.png │ │ ├── 14.png │ │ ├── 2.png │ │ ├── 3.png │ │ ├── 4.png │ │ ├── 5.png │ │ ├── 6.png │ │ ├── 7.png │ │ ├── 8.png │ │ └── 9.png │ │ └── training_process.gif └── Relativistic_AnimeGAN │ ├── README.md │ ├── images │ ├── dataset-sample.png │ └── sample-output.png │ └── relativistic-anime-gan.ipynb ├── README.md └── requirements.txt /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/soumik12345/Adventures-with-GANS/HEAD/.gitignore -------------------------------------------------------------------------------- /Conditional_DCGAN/Discriminator.py: 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