Detection of Helmet Use in Motorcycle Drivers Using Convolutional Neural Network

Detection of Helmet Use in Motorcycle Drivers Using Convolutional Neural Network

The lack of helmet use in motorcyclists is one of the main risk factors with severe consequences in traffic accidents. Wearing a certified motorcycle helmet can reduce the risk of head injuries by 69% and fatalities by 42%. At present there are systems that detect the use of the helmet in a very pre...

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Bibliographic Details
Main Authors: Jaime Mercado Reyna, Huizilopoztli Luna-Garcia, Carlos H. Espino-Salinas, José M. Celaya-Padilla, Hamurabi Gamboa-Rosales, Jorge I. Galván-Tejada, Carlos E. Galván-Tejada, Roberto Solís Robles, David Rondon, Klinge Orlando Villalba-Condori
Format: Article
Language:English
Published: MDPI AG 2023-05-01
Series:Applied Sciences
Subjects:
helmet detection
deep learning
InceptionV3
convolutional neural network
motorcyclist safety
Online Access:https://www.mdpi.com/2076-3417/13/10/5882

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