Predicting the Reliability of an Image Classifier under Image Distortion

Dang Nguyen, Sunil Gupta, Kien Do +1

In image classification tasks, deep learning models are vulnerable to image distortions i.e. their accuracy significantly drops if the input images are distorted. An image-classifi…