UGC Approved Journal no 63975(19)

ISSN: 2349-5162 | ESTD Year : 2014
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Published in:

Volume 10 Issue 3
March-2023
eISSN: 2349-5162

UGC and ISSN approved 7.95 impact factor UGC Approved Journal no 63975

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Published Paper ID:
JETIR2303781


Registration ID:
510851

Page Number

h588-h599

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Title

Detection of Safety Helmets on Motorcycle Riders Using HIM: Helmet Identification Model

Authors

Abstract

Safety helmets are essential to be worn while riding bikes, scooters, etc. for the rider’s safety. In case of accidents, helmets reduce the chances of deaths and fatal injuries drastically. Despite this obvious fact there are still civilians who do not wear helmets while riding motorcycles and continue to risk their lives every time they drive. To make sure that people follow the rules of wearing helmets, manual checking takes place by the traffic police which is not at all effective, and maximum riders get away with it. Therefore, this paper proposes a classification model with custom vision that identifies whether a rider is wearing a helmet or not. Our model has a mAP of 80.2% and it has a fair precision for real time object detection. This is much more cost-effective and impactful and if used correctly; it can act as a solution to tackle this issue of safety.

Key Words

Safety helmet detection; supervised learning; Object detection; Microsoft Azure; Custom Vision

Cite This Article

"Detection of Safety Helmets on Motorcycle Riders Using HIM: Helmet Identification Model", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.10, Issue 3, page no.h588-h599, March-2023, Available :http://www.jetir.org/papers/JETIR2303781.pdf

ISSN


2349-5162 | Impact Factor 7.95 Calculate by Google Scholar

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 7.95 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Cite This Article

"Detection of Safety Helmets on Motorcycle Riders Using HIM: Helmet Identification Model", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.10, Issue 3, page no. pph588-h599, March-2023, Available at : http://www.jetir.org/papers/JETIR2303781.pdf

Publication Details

Published Paper ID: JETIR2303781
Registration ID: 510851
Published In: Volume 10 | Issue 3 | Year March-2023
DOI (Digital Object Identifier):
Page No: h588-h599
Country: Mumbai, Maharashtra , India .
Area: Other
ISSN Number: 2349-5162
Publisher: IJ Publication


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