Research on Fatigue Driving Feature Detection Algorithms of drivers based on machine learning

Abstract

In this paper, aiming at the detection of fatigue driving scene of drivers, a diagnostic model based on machine learning is proposed under the scene of long-time driving. The validity of the model is verified by simulation experiments. The simulation result shows that the model can effectively fit the fatigue condition of drivers under long-time driving, and accurately judge and warn the fatigue state of drivers. At the same time, the model also extends the application of fatigue classification detection.

Keywords

• machine learning
• fatigue monitoring
• driving assistance
• active safety