Smart Traffic Cop - Urban City Traffic Violations Detection, Reporting And Fining System Based On Computer Vision

Smart Traffic Cop - Urban City Traffic Violations Detection, Reporting And Fining System Based On Computer Vision

Registration ID: IJNRD_183622

Published ID: IJNRD2211028

DOI: Click Here to Get

Gunarathne N.U. , A.M.M.P.B. Attanayake , Hettigedara H.G.I.H , L.P.D.P. Sandalika , P.S. Bandara

traffic violation, computer vision, red light runners, high speeding, illegal lane change, YOLOv5

Sri Lanka has highly congested roads because of the rapid growth of vehicle ownership, the authorities' ineffectiveness in penalizing traffic offenses, poor road network maintenance, and less scrutiny of the driver's license application process. This negatively affects the country's health, well-being, and economic growth. The current traffic management system still heavily relies on a manual approach. In order to improve road safety, no platform integrates detecting traffic violations with a mechanism for issuing fines. Computer vision systems can significantly reduce traffic violations by tracking and penalizing traffic violations. The proposed approach was implemented using YOLOv5 object detection for traffic violation detections such as red-light runners, vehicle high speeding, and illegal lane changes. A results-focused facility requires computer vision to identify the vehicle and its number plate. Traffic law violations will be detected in real-time by the proposed system, which will report them to the traffic police to calculate dynamic fines based on the severity of the violation.

Published Paper   E-Certificate

"Smart Traffic Cop - Urban City Traffic Violations Detection, Reporting And Fining System Based On Computer Vision", IJNRD - INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT (www.IJNRD.org), ISSN:2456-4184, Vol.7, Issue 11, page no.a271-a279, November-2022, Available :https://ijnrd.org/papers/IJNRD2211028.pdf

Volume 7 Issue 11, November-2022

Pages : a271-a279

Paper Reg. ID: IJNRD_183622

Published Paper Id: IJNRD2211028

Downloads: 000121230

Research Area: Information Technology 

Country: Galle, Southern Province, Sri Lanka

Published Paper PDF: https://ijnrd.org/papers/IJNRD2211028.pdf

Published Paper URL: https://ijnrd.org/viewpaperforall?paper=IJNRD2211028

Journal Name: INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT(IJNRD)

ISSN: 2456-4184 | IMPACT FACTOR: 8.76 Calculated By Google Scholar | ESTD YEAR: 2016

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.76 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Publisher: IJNRD (IJ Publication) Janvi Wave

This work is licensed under a Creative Commons Attribution 4.0 International License and The Open Definition

Call For Paper - Volume 10 | Issue 8 | August 2025

IJNRD is Scholarly open access journals, Peer-reviewed, and Refereed Journals, High Impact factor 8.76 (Calculate by google scholar and Semantic Scholar | AI-Powered Research Tool), Multidisciplinary, Monthly, Indexing in all major database & Metadata, Citation Generator, Digital Object Identifier(DOI) with Open-Access Publications.

INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT (IJNRD) aims to explore advances in research pertaining to applied, theoretical and experimental Technological studies. The goal is to promote scientific information interchange between researchers, developers, engineers, students, and practitioners working in and around the world. IJNRD will provide an opportunity for practitioners and educators of engineering field to exchange research evidence, models of best practice and innovative ideas.

Indexing In Google Scholar, SSRN, ResearcherID-Publons, Semantic Scholar | AI-Powered Research Tool, Microsoft Academic, Academia.edu, arXiv.org, Research Gate, CiteSeerX, ResearcherID Thomson Reuters, Mendeley : reference manager, DocStoc, ISSUU, Scribd, and many more

How to submit the paper?

Important Dates for Current issue

Paper Submission Open For: August 2025

Current Issue: Volume 10 | Issue 8

Last Date for Paper Submission: Till 31-Aug-2025

Notification of Review Result: Within 1-2 Days after Submitting paper.

Publication of Paper: Within 01-02 Days after Submititng documents.

Frequency: Monthly (12 issue Annually).

Journal Type: International Peer-reviewed, Refereed, and Open Access Journal.

Subject Category: Research Area