Detecting diabetic retinopathy in eye images · Jeffrey De Fauw

Pairs of fundus images of the eye after the first layer in the convolutional neural network. The past almost four months I have been competing in a Kaggle competition about diabetic retinopathy grading based on high-resolution eye images. In this post I try to reconstruct my progression through the competition; the challenges I had, the things I tried, what worked and what didn’t. This is not mean