CNN‐Based Automatic Helmet Violation Detection of Motorcyclists for an Intelligent Transportation System

T Waris, M Asif, MB Ahmad, T Mahmood… - Mathematical …, 2022 - Wiley Online Library
An intelligent transportation system (ITS) is an advanced application that supports multiple
transport and traffic management modes. ITS services include calling for emergency rescue …

Yolov5 based a real time automatic number plate and helmet recognition system

S Maheswaran, N Indhumathi… - 2022 13th …, 2022 - ieeexplore.ieee.org
In today's busy life, many road accidents are seen and it doesn't take longer to us as a victim.
Almost 80% of the road accident fatal occurs due to not wearing the helmet. So, helmet …

Detection of traffic rule violation in University campus using deep learning model

P Chaturvedi, K Lavingia, G Raval - International Journal of System …, 2023 - Springer
Implementing and monitoring traffic rules are essential for reducing accident rates and traffic
rule violations. The automated traffic rule monitoring system ensures strict adherence to the …

Helmet detection and number plate recognition using deep learning

P Sathe, A Rao, A Singh, R Nair… - 2022 IEEE Region 10 …, 2022 - ieeexplore.ieee.org
In India, six two-wheeler riders die every hour in road accidents. Also, we have seen that
during this pandemic people wear masks, and to avoid congestion they do not wear helmets …

Real-time Implementation of YOLO V5 Based Helmet with Number Plate Recognition and Logging of Rider Data using PyTorch and XAMPP

S Maheswaran, RD Gomathi, S Sathesh… - 2023 14th …, 2023 - ieeexplore.ieee.org
Many road accidents occur in today's busy life, and one can quickly become a victim. Most
fatal road accidents are caused by not wearing helmet, which accounts for almost 80% of the …

Real-Time Helmet Detection and Number Plate Extraction Using Computer Vision

J Prakash-Borah, P Devnani, S Kumar-Das… - Computación y …, 2024 - scielo.org.mx
In the contemporary landscape, two-wheelers have emerged as the predominant mode of
transportation, despite their inherent risk due to limited protection. Disturbing data from 2020 …

Real-time camera analytics for enhancing traffic intersection safety

M Ghasemi, S Kleisarchaki, T Calmant… - Proceedings of the 20th …, 2022 - dl.acm.org
Crowded metropolises present unique challenges to the potential deployment of
autonomous vehicles. Safety of pedestrians cannot be compromised and personal privacy …

Real-time Multi-Camera Analytics for Traffic Information Extraction and Visualization

M Ghasemi, S Kleisarchaki, T Calmant… - … and other Affiliated …, 2023 - ieeexplore.ieee.org
The density and complexity of urban environments present significant challenges for
autonomous vehicles. Moreover, ensuring pedestrians' safety and protecting personal …

Detection of Helmet Violations among Electric Bicycle Riders Through Multi-Network

S Huang, Y Zhang, X Li, J Qin… - Transportation …, 2024 - journals.sagepub.com
The use of helmets plays a crucial role in mitigating head injuries resulting from traffic
accidents. However, manual supervision of helmet usage is both costly and prone to missing …

Enhancing Road Safety: Automated Traffic Violation Detection and Counting System Using YOLO Algorithm

A Charef, Z Jarir, M Quafafou - 2024 Mediterranean Smart …, 2024 - ieeexplore.ieee.org
Ensuring compliance with traffic regulations, such as wearing helmets and obeying traffic
signals, is crucial for enhancing road safety, particularly among motorcycle riders. In this …