The implementation of an Automated Traffic Violation Detection and Enforcement System (ATVDES) utilizing YOLOV8 (You Only Look Once - 8) technology presents a significant stride in enhancing road safety. With a hfocus on prevalent violations like signal jumping and overspeeding, ATVDES addresses the urgent need to mitigate risks posed by unchecked traffic violations. Leveraging YOLOV8 enables realtime detection, swift intervention, and seamless enforcement of traffic regulations. By integrating Number Plate Recognition (NPR), the system efficiently identifies vehicle owners associated with violations, facilitating accountability and compliance. The issuance of automated email notifications further reinforces awareness and serves as a deterrent against future infractions. Through this integrated approach, ATVDES not only promotes road safety but also fosters a culture of responsibility and respect for traffic laws, ultimately contributing to safer and more sustainable urban environments.


    Access

    Check access

    Check availability in my library

    Order at Subito €


    Export, share and cite



    Title :

    Advancing Road Safety: A YOLOV8-Based Approach to Automated Traffic Violation Detection and Enforcement


    Contributors:


    Publication date :

    2025-01-23


    Size :

    1034225 byte




    Type of media :

    Conference paper


    Type of material :

    Electronic Resource


    Language :

    English



    TRAFFIC LAW VIOLATION ENFORCEMENT SYSTEM USING ROAD LINE RECOGNITION

    JUNG NAM JIN / YUN JIN TAE | European Patent Office | 2017

    Free access


    Traffic violation enforcement system using drones

    JO JUN MO | European Patent Office | 2019

    Free access

    TRAFFIC VIOLATION ENFORCEMENT SYSTEM FOR MOTOR BICYCLE

    JUNG BOO EUN / CHOI HEUNG MOOK / YUN JEONG IK et al. | European Patent Office | 2022

    Free access

    Traffic Sign Detection Using YOLOv8

    Kumar, Rahul / Gupta, Aniket / D, Rajeswari | IEEE | 2024