Baseline binary image classifier

Hello all,
Here is the binary image classifier I created on the fruits dataset from Kaggle:Fruits fresh and rotten for classification | Kaggle. This is based on chapter 4 of part 1 of course v3. I have also written two-part medium blogs on this classifier as well.
Part1 : Create an Image classifier from scratch without neural nets — Part 1 | by rajat paliwal | May, 2021 | Medium
Part 2:
Please do give a read and provide your feedback on my work.