Spatial Transformer Networks

Mar 2019

tl;dr: Create a spatial transformer module to learn invariance to translation, scale, rotation and warping.

Overall impression

The STN module transforms data to a canonical, expected pose for easier classification. It can also help localization and is itself a special type of attention.

Key ideas

Technical details