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

Gunarathne N.U., A.M.M.P.B. Attanayake, Hettigedara H.G.I.H, L.P.D.P. Sandalika, & P.S. Bandara (November-2022). Smart Traffic Cop - Urban City Traffic Violations Detection, Reporting And Fining System Based On Computer Vision. INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT, 7(11), a271-a279. 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: 000121991

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

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