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: https://rajatpaliwal02.medium.com/create-an-image-classifier-from-scratch-without-neural-nets-part-2-3b0ce2d0b2e2
Please do give a read and provide your feedback on my work.

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