Probabilistic Object Classification using CNN ML-MAP layers

G. Melotti, C. Premebida, J. J. Bird +2

Deep networks are currently the state-of-the-art for sensory perception in autonomous driving and robotics. However, deep models often generate overconfident predictions precluding…