This repository contains demo of AUGMIX augmentation images with demo code how to use in your code.

The code was forked from google-research/augmix.
Since some of normalizations were making output image un-demo-able I removed normalization code from the orginal pipeline.

Sample results processed by the demo notebook code is (first column is the original image, then 5 augmented samples):

AUGMIX code: Copyright 2019 Google LLC
Paper: "A Simple Data Processing Method to Improve Robustness and Uncertainty"
Authors: Hendrycks, Dan and Mu, Norman and Cubuk, Ekin D. and Zoph, Barret and Gilmer, Justin and Lakshminarayanan, Balaji