A state of the art object detection framework called Faster R-CNN.

The ability to recognize objects quickly via ordinary cameras, IR cameras, heat cameras and radar is an important part of autonomous cars – among other things. Here we’ll see when such a system wanders around Times Square and trying to recognize objects, its kind of cool.