Driver drowsiness shield (DDSH): a real-time driver drowsiness detection system

Driver drowsiness shield (DDSH): a real-time driver drowsiness detection system

Abstract Detecting drowsiness is crucial for improving traffic safety and preventing fatigue-related accidents. This paper aims to develop an advanced real-time drowsiness detection system using deep learning algorithms. For this purpose, we utilized an eye image dataset from the MRL Eye Dataset and...

Full description

Saved in:
Bibliographic Details
Main Authors: Archita Bhanja, Dibyajyoti Parhi, Dipankar Gajendra, Kreetish Sinha, Arup Kumar Sahoo
Format: Article
Language:English
Published: SpringerOpen 2025-05-01
Series:ROBOMECH Journal
Subjects:
MobileNet
Transfer learning
Deep learning
Drowsiness detection
CNN
Online Access:https://doi.org/10.1186/s40648-025-00307-4
Tags: Add Tag
No Tags, Be the first to tag this record!

Internet

https://doi.org/10.1186/s40648-025-00307-4

Similar Items