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INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)

International Peer Reviewed & Refereed Journals, Open Access Journal

IJCRT Peer-Reviewed (Refereed) Journal as Per New UGC Rules.

ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013

Call For Paper - Volume 14 | Issue 7 | Month- July 2026

Scholarly open access journals, Peer-reviewed, and Refereed Journals, Impact factor 7.97 (Calculate by google scholar and Semantic Scholar | AI-Powered Research Tool) , Multidisciplinary, Monthly, Indexing in all major database & Metadata, Citation Generator, Digital Object Identifier(CrossRef DOI)

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  Published Paper Details:

  Paper Title

Machine Learning Based Traffic Rules Violation Detection System

  Authors

  Sushma V,  Rakshitha Kumar H K,  Sanmitha V,  Shreya G,  Suchithra R

  Keywords

Optical Character Recognition (OCR), Real time identification systems, Instant Challan generation, PyTorch, Pillow ,Helmet detection, YOLO v5 ML-Based Rules violation detection.

  Abstract


Video based vehicle recognition is a functioning exploration region in wise Transportation system. Real time identification systems are very important and needful for safety rule following and socialism and also for own safety concerns. The point is to extricate the necessary information from enormous productively measure of recordings caught by reconnaissance cameras by distinguishing, following recognizing objects of interest and examine their exercises. Nowadays two-wheeler is the most popular modes of transport. However, because of less protection there is a high risk involved. As a solution to this, it is highly desirable for bike riders to use helmet. Observing the usefulness of helmet, Government have made it punishable offence to ride a bike without helmet and have adopted manual strategies to catch the violators which has limitations of speed. Using video surveillance of the street, the proposed approach detects if the bike rider is wearing a helmet automatically without manual help. If a bike rider is detected not wearing the helmet, license plate of the vehicle read and noted, categorizing violations accordingly and issuing the fine which will help increase the efficiency of traffic rule enforcement.

  IJCRT's Publication Details

  Unique Identification Number - IJCRT2502010

  Paper ID - 276648

  Page Number(s) - a92-a97

  Pubished in - Volume 13 | Issue 2 | February 2025

  DOI (Digital Object Identifier) -   

  Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882

  E-ISSN Number - 2320-2882

  Cite this article

  Sushma V,  Rakshitha Kumar H K,  Sanmitha V,  Shreya G,  Suchithra R,   "Machine Learning Based Traffic Rules Violation Detection System", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.13, Issue 2, pp.a92-a97, February 2025, Available at :http://www.ijcrt.org/papers/IJCRT2502010.pdf

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Call For Paper July 2026
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ISSN and 7.97 Impact Factor Details


ISSN
ISSN
ISSN: 2320-2882
Impact Factor: 7.97 and ISSN APPROVED
Journal Starting Year (ESTD) : 2013
ISSN
ISSN and 7.97 Impact Factor Details


ISSN
ISSN
ISSN: 2320-2882
Impact Factor: 7.97 and ISSN APPROVED
Journal Starting Year (ESTD) : 2013
ISSN
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