With the advent of Deep Learning, we have some of the most sophisticated image classifiers available to us today, that offer performance which seemed improbable just a decade ago. The progress on the image classification task has been so tremendous, that the ImageNet Large Scale Visual Recognition Challenge (ILSVRC), arguably…