Failing to Learn: Autonomously Identifying Perception Failures for Self-driving Cars

Manikandasriram Srinivasan Ramanagopal, Cyrus Anderson, Ram Vasudevan +1

One of the major open challenges in self-driving cars is the ability to detect cars and pedestrians to safely navigate in the world. Deep learning-based object detector approaches…