A deep learning image classifier to detect and classify cases of Diabetic Retinopathy using FastAI. This project was done as part of the Kaggle Competition APTOS 2019 Blindness Detection challenge.
We use FastAI for our deep learning library. Run the following code to install FastAI in Google Colab.
curl -s https://course.fast.ai/setup/colab | bashYou can download the dataset from here.
Check out this notebook on how to train the model.
To see the classifier in action, see this notebook.
Navneeth Menon (Co-author)