SOMN_IA: Portable and Universal Device for Real-Time Detection of Driver’s Drowsiness and Distraction Levels

SOMN_IA: Portable and Universal Device for Real-Time Detection of Driver’s Drowsiness and Distraction Levels

In this paper, we propose a portable device named SOMN_IA, to detect drowsiness and distraction in drivers. The SOMN_IA can be installed inside of any type of vehicle, and it operates in real time, alerting the dangerous state caused by drowsiness and/or distraction in the driver. The SOMN_IA contai...

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Bibliographic Details
Main Authors: Jonathan Flores-Monroy, Mariko Nakano-Miyatake, Enrique Escamilla-Hernandez, Gabriel Sanchez-Perez, Hector Perez-Meana
Format: Article
Language:English
Published: MDPI AG 2022-08-01
Series:Electronics
Subjects:
driver’s drowsiness level
driver’s distraction level
hardware implementation
convolutional neural networks (CNN)
face detection
real-time operation
Online Access:https://www.mdpi.com/2079-9292/11/16/2558

Internet

https://www.mdpi.com/2079-9292/11/16/2558

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