GANs-Tutorial

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This repository contains a tutorial about GAN's. I have mainly used Vanilla GAN, DCGAN, CDCGAN, and pix2pix models in my tutorials.

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# GANs-Tutorial
This repository contains a tutorial about GAN's. Since their invention by Ian Goodfellow GAN's have become a really hot topic in the field of AI more specifically in Deep Learning. As a researcher of computer vision I love playing with GAN's. I use GAN's mainly for my research.

I have created this tutorial to learn and teach GAN's to the audience. My goal is to build various GAN architectures using TensorFlow 2 and use them for custom dataset. I have mainly used Vanilla GAN, DCGAN, CDCGAN, and pix2pix models in my tutorial. I have organized my tutorials as Labs.

# Tutorial
This tutorial is prepared for <a href="http://www.cse.or.kr/">Korean Society Of Computational Science And Engineering</a>. The schedule for this years KSCSE can found <a href="http://www.cse.or.kr/board/conference/62">here</a>.

# Reference
My codes are mainly inspired and inherited from the following
1) <a href="https://www.tensorflow.org/tutorials">TensorFlow2 tutorials</a>
2) <a href="https://github.com/jeffheaton/t81_558_deep_learning">Jeff Heaton's great lectures</a>

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