Speedir driver monitoring system detects drowsiness while driving The most recent official data from the NHTSA related to drowsy driving.

The Indian Institute of Technology, Ropar, has developed an algorithm for driver drowsiness detection using machine learning and computer vision.

Panasonic's system can predict and react to how drowsy a driver is and keep them comfortably awake without them even realizing the environment around them is changing.