Instance Normalization

This is a PyTorch implementation of Instance Normalization: The Missing Ingredient for Fast Stylization.

Instance normalization was introduced to improve style transfer. It is based on the observation that stylization should not depend on the contrast of the content image. Since it's hard for a convolutional network to learn "contrast normalization", this paper introduces instance normalization which does that.