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Pytorch implementation of a small GAN network for MNIST, FashionMNIST, and USPS dataset.

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Pytorch-Small GAN

Pytorch implementation of a small GAN network for MNIST, FashionMNIST and USPS dataset.

Parameters

Image Size Generator Disriminator
28x28 6,897 3,001
16x16 3,729 2,473

Change the DB variable to change the dataset.

For using the saved model to generate images, set LOAD_MODEL to True and EPOCHS to 0.

Generated Samples

MNIST

FashionMNIST

USPS

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Pytorch implementation of a small GAN network for MNIST, FashionMNIST, and USPS dataset.

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