Tutorial For VoxelMorph: a Deep-learning Based Registration Method

This tutorial is prepared by Adrian Dalca and Andrew Hoopes to get you started with VoxelMorph, a deep-learning based registration algorithm.

The tutorial includes:

• Image registration for MNIST
  We will first learn to deal with data, building a model, training, registration and generalization
• Image registration for 2D Brain MRI
  We will then show how these models work for 2d slices of brain scans, presenting a more complex scenario
• Image registration for realistic 3D Brain MRI
  We will illustrate full 3D registration

This repository contains a slightly simplified version of the original tutorial. The original tutorial can be found here