Computer Vision aims to endow AI agents with human-level understanding of human performance. To build agents with such advanced machine perception, we must build computational methods and representations to model how humans move within the physical world and interact with it. This track aims to give an overview of efforts in this domain, focusing on different aspects of the machine perception problem.