I abandoned this project.
Link to the original paper : https://arxiv.org/abs/1807.06906
Original authors : Arber Zela, Aaron Klein, Stefan Falkner, Frank Hutter
Author : Lorenzo VILLARD
On this github repo, you can find my paper and all the programs I used to write it.
The data used can be found here : https://github.com/laxmimerit/dog-cat-full-dataset
This is my first try in making a scientific article, so I tried to replicate some article. Tell my if you see any methodological error or any way to imporve it. I'd be glad.