Comment by cs702

The key innovation is an accurate, reliable method for rotating faces so they're 'looking straight at the camera' before feeding them to a deep neural network. They call this 3D photo rotation process "frontalization." Figure 1 on page 2 of the paper shows at a very high level how this is being done. Very nice!