Deep Learning for Self-Driving Cars

The mission of Zenseact is to develop a world-leading autonomous driving software platform for consumer vehicles, with the primary goal of dramatically reducing the number of traffic fatalities and injuries around the world. I will discuss how we use deep learning to reach this goal, some of the key challenges we see, and how we plan to expand the use of learning-based algorithms. I will also review some of our recent and ongoing deep learning-related research activities.