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Driver drowsiness detection using CNN algorithm in image processing.

Authors :
Preethi, K. C. S.
Dharanie, K.
Shrivarshini, N.
Sowmya, R.
Kalyani, R.
Suruthi, S.
Source :
AIP Conference Proceedings. 2024, Vol. 3022 Issue 1, p1-8. 8p.
Publication Year :
2024

Abstract

Drowsiness and Fatigue of motorists and drivers cause more than 30% of road accidents. Every time, they increase the quantities of deaths, losses, and injuries encyclopedically. Discovery of drowsiness is needed so that it cautions the motorist and the drivers which might save their lives. It's being done using the CNN algorithm in image processing. In this discovery fashion, a motorist is continuously monitored through a webcam. In this technique, the driver's face is taken and it is fed to Deep Learning so that the blinking of the eye is predicted. We use an algorithm, if a motorist's eye seems to be closed for a particular quantum of time, the system cautions the motorist with a sound. To perform the segmentation of the images, ways similar as Image recognition and Image Processing. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
0094243X
Volume :
3022
Issue :
1
Database :
Academic Search Index
Journal :
AIP Conference Proceedings
Publication Type :
Conference
Accession number :
179074321
Full Text :
https://doi.org/10.1063/5.0222519