Thomas Roddick

Predicting Semantic Map Representations From Images Using Pyramid Occupancy Networks

Autonomous vehicles commonly rely on highly detailed birds-eye-view maps of their environment, which capture both static elements of the scene such as road layout as well as dynamic elements such as other cars and pedestrians. Generating these map representations on the fly is a complex multi-stage…