What can we learn about CNNs from a large scale controlled object dataset?

Ali Borji, Saeed Izadi, Laurent Itti

Tolerance to image variations (e.g. translation, scale, pose, illumination) is an important desired property of any object recognition system, be it human or machine. Moving toward…