From Handheld to Unconstrained Object Detection: a Weakly-supervised On-line Learning Approach

Elisa Maiettini, Andrea Maracani, Raffaello Camoriano +4

Deep Learning (DL) based methods for object detection achieve remarkable performance at the cost of computationally expensive training and extensive data labeling. Robots embodimen…