Are we done with object recognition? The iCub robot's perspective

Giulia Pasquale, Carlo Ciliberto, Francesca Odone +2

We report on an extensive study of the benefits and limitations of current deep learning approaches to object recognition in robot vision scenarios, introducing a novel dataset use…