Most autonomous cars use cameras to navigate the real world. Computer vision (CV) is a field of artificial intelligence that enables computers to interpret and gain a basic understanding from digital images or videos. For example, when an autonomous car detects and identifies a stop sign, the car should slow down and stop. Recent approaches of CV utilize deep learning methods as they can accurately identify and classify objects given a large and balanced set of training data. However, it has been shown that minor variations between the training and application domain can lead to unpredictable and catastrophic errors.
Senior Expert for Knowledge Engineering and Digital Twin Technologies – Bosch Research