The Object-Semantics group is intended to solve vision problems with a semantic aspect, with an emphasis on the automotive industry. In our group, we research, develop, and deploy state-of-the-art techniques to achieve world-class results which will allow the safe development of Autonomous Driving features and Advanced Driver Assistant Systems.