My solution that finished Diabetic Retinopathy Detection Challenge on 131st position out of 661 teams .

Uses neural network with one convolutional layer learned by k-means as described in An Analysis of Single-Layer Networks and one fully connected layer.

See my article on LinkedIn

Requires:

• Theano
• Keras