Latest results on visual perception with the R1 robot: online training of object detection network.
This video demonstrates an implementation of the work described in this paper (presented at IROS 2018, madrid):
Maiettini, E., Pasquale, G., Rosasco, L., and Natale, L., Speeding-up Object Detection Training for Robotics with FALKON, in Proc. IEEE/RSJ International Conference on Intelligent Robots and Systems, Madrid, Spain 2018 (preprint available:
https://arxiv.org/abs/1803.08740).