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Author
Last Commit
Oct. 13, 2018
Created
Mar. 5, 2018

CatDCGAN ๐Ÿฑโ€๐Ÿ’ป

A DGAN that generate Cat pictures
CatDCGAN Output

Cat DCGAN is a Deep Convolutional Generative Adversarial Network (DCGAN) that generates pictures of cats

This is an open source project

The tutorial ๐Ÿ“ƒ

If you want to implement it by yourself and understand how it works, please read my article on FreeCodeCamp https://medium.freecodecamp.org/how-ai-can-learn-to-generate-pictures-of-cats-ba692cb6eae4


Links ๐Ÿ”—

๐ŸŒ : https://simoninithomas.github.io/CatDCGAN/

If you have any questions, feel free to ask me:

๐Ÿ“ง: [email protected]

Github: https://github.com/simoninithomas/CatDCGAN

๐ŸŒ : https://www.simoninithomas.com

Twitter: @ThomasSimonini

In this part we're going to implement the DCGAN. Our Architecture:

Cat DCGAN Architecture

Getting Started ๐Ÿ“

Important note ๐Ÿค”

You can't run this on your computer (except if you have GPUs or wait 10 years ๐Ÿ˜…), personally I train this DCGAN for 20 hours with Microsoft Azure and their Deep Learning Virtual Machine (they offer 170$) https://azuremarketplace.microsoft.com/en-us/marketplace/apps/microsoft-ads.dsvm-deep-learning
โš ๏ธ I don't have any business relations with them. I just loved their excellent customer service.

If you have some troubles to use follow the explainations of this excellent article here (without last the part fast.ai): https://medium.com/@manikantayadunanda/setting-up-deeplearning-machine-and-fast-ai-on-azure-a22eb6bd6429

Contributing ๐Ÿ™Œ

If you want to contribute to the project, your help is very welcome. This is an open source project.

We currently working on improving our Generative adversarial network architecture. If you're motivated come join us and submit your pull requests.

Acknowledgements ๐Ÿ‘

This project was made possible thanks to:



Training DCGAN