Real-world Object Recognition with Off-the-shelf Deep Conv Nets: How Many Objects can iCub Learn?

Giulia Pasquale, Carlo Ciliberto, Francesca Odone +2

The ability to visually recognize objects is a fundamental skill for robotics systems. Indeed, a large variety of tasks involving manipulation, navigation or interaction with other…