Added sample dataset in the project in order to meet space requirments, donwload the whole dataset from https://drive.google.com/file/d/1AbaTAzkE5bIZclvdhqv6pmwynytOTi2S/view?usp=sharing.

This is a even bigger dataset https://www.microsoft.com/en-us/download/details.aspx?id=54765#:~:text=They've%20provided%20Microsoft%20Research,data%20for%20fun%20and%20research.

https://towardsdatascience.com/image-classifier-cats-vs-dogs-with-convolutional-neural-networks-cnns-and-google-colabs-4e9af21ae7a8