Fourth Edition of the International Conference on Research in Applied Mathematics and Computer Science ICRAMCS 2022
 March 24-25-26, 2022
Online and Face-to-Face Conference

ICRAMCS, 4 (2022) | Proceedings ISSN: 2605-7700

Research Communication | Open Access
Volume 2022 | Communication ID 68
Machine Learning for Detection of fatigue, inattention and driver alertness
Raouya El Youbi, Fayçal Messaoudi, Manal Loukili
Academic Editor: Youssef EL FOUTAYENI
Received
Accepted
Published
December 29, 2021
March 03, 2067
April 15, 2067

Abstract: Advanced Driver Assistance Systems, or ADAS, refers to a rising range of safety features aimed at improving driver, passenger, and pedestrian safety by lowering the severity and overall number of motor vehicle accidents, they employ automated technology, to identify surrounding barriers or driver errors and react appropriately. In this context, in this article we aim to detect fatigue, inattention and vigilance from the gripping force exerted on the steering wheel, correlated with an analysis of the state of the driver's eyes. After doing a comparative study of the ...