I created a repository in Drive (/content/drive/MyDrive/CatsDogs) where I extracted and uploaded the dataset. Then, in the Data Preparation notebook, I created the pickled files of images (X.pickle) and labels (y.pickle) and stored them in the subfolder /content/drive/MyDrive/CatsDogs/Pickles .
Repeat the same process in order to run the code. Otherwise, I made the repositories public, so you can just copy and paste the links of the pickles or the repository instead of creating one anew.
Notebooks repository = https://drive.google.com/drive/folders/1m3UukrQ4htoX6rj_44pp2as6Af8N2Cvq?usp=share_link
CatsDogs personal repository (with all the files) = https://drive.google.com/drive/folders/1wDN-xlK4YvsqEa0t2lLZ0RSpFJU55ahW?usp=share_link
X.pickle (pickle of the images) = https://drive.google.com/file/d/1-ZQh_Ch7SwgSfBCw6TXOLgO8ZKgVxdS2/view?usp=share_link
y.pickle (pickle of the labels) = https://drive.google.com/file/d/1-b38kY0LIErEWYR6VvNmxBePEDfQeZhd/view?usp=share_link
Final LaTeX Report: the report in pdf format