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generating-stuff-with-gans-and-vaes's Introduction

Generating Stuff with GANs and VAEs

Part1

This part is about the generation of handwritten digits like that of the MNIST dataset. An SGAN is trained on MNIST to generate fake digits. Below is a sample of generated digits.

This is an image

Part2

Training DCGAN and DRGAN to generate fake abstract art. Below is a sample of generated abstract art.

This is an image

Part3

This part is about using VQ-VAE in order to generate images of different objects like cars, planes and animals like that in the CIFAR10 dataset. Below is a sample of generated images

This is an image

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