SleepyWheels: An Ensemble Model for Drowsiness Detection leading to Accident Prevention. (arXiv:2211.00718v1 [cs.CV])

Around 40 percent of accidents related to driving on highways in India occur
due to the driver falling asleep behind the steering wheel. Several types of
research are ongoing to detect driver drowsiness but they suffer from the
complexity and cost of the models. In this paper, SleepyWheels a revolutionary
method that uses a lightweight neural network in conjunction with facial
landmark identification is proposed to identify driver fatigue in real time.
SleepyWheels is successful in a wide range of …

accident prevention arxiv detection ensemble prevention