A Comprehensive Analysis of Real-Time Car Safety Belt Detection Using the YOLOv7 Algorithm

L Nkuzo, M Sibiya, ED Markus - Algorithms, 2023 - mdpi.com
Using a safety belt is crucial for preventing severe injuries and fatalities during vehicle
accidents. In this paper, we propose a real-time vehicle occupant safety belt detection …

Automated Detection of Driver and Passenger Without Seat Belt using YOLOv8.

A Sugiharto, R Kusumaningrum - International Journal of …, 2023 - search.ebscohost.com
The issue of traffic accident fatalities is a serious concern on a global scale, and one of the
contributing factors is the failure of drivers to adhere to seat belt usage. A notable challenge …

[PDF][PDF] Innovative Approaches for Automated Seat Belt Compliance Detection.

L Mulaku, F Azemi - Jordan Journal of Mechanical & Industrial …, 2023 - jjmie.hu.edu.jo
This research delves into the significance of seat belt utilization, particularly within public
transportation, for both drivers and passengers. The article examines the issue of non …

[PDF][PDF] SEATBELT DETECTION IN TRAFFIC SYSTEM USING AN IMPROVED YOLOv5

W Yassin, F Abdollah, N Amanah… - Journal of Advanced …, 2023 - researchgate.net
Seat belt is essential for avoiding fatalities and serious injuries in car accidents. Due to the
challenge of identifying vehicles in images of a traffic scene that are affected by complicated …

[PDF][PDF] A REVIEW OF SEAT BELT NON-COMPLIANCE DETECTION IN DRIVERS

A Sugiharto, R Kusumaningrum, A Karim - ijcse.com
Traffic accident fatalities are still a severe problem in the world, and one of the contributing
factors remains the failure of drivers to adhere to essential traffic regulations, exemplified by …