Chocolate chip vs raisin cookies image classification with fastai
Our goal is to train a model that saves humanity from the repeated tragedy:
We train a chocalate chip cookies vs raisin cookies image classifier with data obtained from DuckDuckGo image search. We obtained over 90% accruacy in the validation set.
- images - train -chocolate chip (572 images) - raisin (570 images) - valid -chocolate chip (144 images) - raisin (140 images) - notebooks - train_image_classification.ipynb; train the model and basic inference notebook app - train_valid_splits.ipynb; splits and clean by hand - download_images.ipynb; download images
@ben-mj and @cstorm125