Siamese CNNs for mapping 28x28 pixel MNIST digit images to two dimensions.

Inspired by Hadsell 2006

Uses Keras

Below is a visualization of the MNIST digits after they have been sent through a trained CNN (margin=2). The CNN has an output layer with just two nodes, allowing us to view the digits as 2-D points.