Three approaches to facilitate DNN generalization to objects in out-of-distribution orientations and illuminations

Akira Sakai, Taro Sunagawa, Spandan Madan +7

The training data distribution is often biased towards objects in certain orientations and illumination conditions. While humans have a remarkable capability of recognizing objects…