Road accidents are a major issue, and their occurrence has consistently risen. Therefore, implementing a system is essential in reducing these accidents. Based on statistics from highway accidents, the main reason for accidents is vehicles driving too fast. Despite the presence of speed limit signboards on all highways, many drivers opt to disregard these regulations. At present, police officers use handheld radar guns to monitor vehicle speeds and report the data to authorities manually. The goal is to develop a machine learning system capable of automatically detecting over speeding and identifying vehicle plates. This paper aims at improving road safety by precisely identifying vehicles that are speeding and by instantly recognizing license plates. The suggested system in this paper removes the necessity for human involvement and autonomously logs vehicle speeds while notifying authorities of any infractions. This paper creates a system using the machine learning model CNN that can identify speeding and record the license plate of the vehicle using a camera. The technology of image processing is utilized to capture the image and subsequently transmit it to the RTO via a server. The research paper seeks to enhance road safety by precisely detecting vehicles that surpass speed limits. During testing, the system achieved an accuracy of 80.2% in identifying overspeed and 83% in detecting license plates.


    Access

    Check access

    Check availability in my library

    Order at Subito €


    Export, share and cite



    Title :

    Automatic Vehicle Plate Recognition and Overspeed Detection


    Contributors:


    Publication date :

    2024-11-22


    Size :

    718802 byte




    Type of media :

    Conference paper


    Type of material :

    Electronic Resource


    Language :

    English



    Vehicle overspeed detection method

    WANG FENGSHI | European Patent Office | 2020

    Free access

    Traffic vehicle overspeed detection device

    TANG WEI / LIU WENQI | European Patent Office | 2024

    Free access

    AN VEHICLE OVERSPEED PROTECTING APPARATUS, OVERSPEED PROTECTING SYSTEM

    LIM JU HO | European Patent Office | 2015

    Free access

    Vehicle overspeed alarm and automatic control system

    CHAI DAOJUN / FU CHENGGANG / FAN CONGLONG | European Patent Office | 2015

    Free access

    Vehicle overspeed protection method, vehicle overspeed protection control device and vehicle

    WANG HAO / ZHANG TAO / SHU MAOHUAI | European Patent Office | 2023

    Free access