We are using a dataset of Cats and Dogs. You can use the method I used, or just skip some of the code by extracting the files.
The data is here: https://www.kaggle.com/competitions/dogs-vs-cats-redux-kernels-edition.
https://github.com/ChatanyaSarin/Code-4-Tommorow-Advanced-Chapter-2-Implementation/blob/main/C4T Chapter Advanced Implementation.ipynb
The implementation is above. The model has an accuracy of about 87%, not bad for 10 epochs. It might take a while to train because it has to train on images.
The loss and accuracy, in that order, of my model are shown. Your model should look roughly the same.2.5 Reducing Overfitting