We built this project using an opensource library called fastai. We learned new ways to use opencv and an easy way to create a machine learning image classifier. We faced challenges with package dependencies and the accuracy was really low in the beginning but we managed to bring it up to around 80%. We also tried using scikit learn but did not have any success in that area.

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