Syed-Muhammad-Hamzah-Ahmed/ripe-unripe-classifier ? reverse-engineered prompt

Build me a simple fruit image classifier that can tell ripe from unripe from photos.

I want a notebook based project that loads the dataset from the split dataset folder, trains a model, and shows how well it performs with a clear accuracy chart like the one in the repo. Please make it easy to run from top to bottom in one notebook, with the steps for loading images, training, testing, and then trying a new image at the end.

Keep it straightforward and focused on getting a working result, with clean output and a short explanation of the final accuracy. If anything is missing, set it up in a sensible way and use current docs online if you need to.