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Helmet Detection and Number Plate Recognition Using Machine Learning

    Authors

    • Puvaneswari S 1
    • Deepika P 2
    • Bhavatharani T 2
    • Rethinapriya T 2

    1 Assistant Professor,Department of Computer Science and Engineering,Kings college of engineering,Punalkulam,Near Thanjavur,Tamilnadu,India.

    2 Department of Computer Science and Engineering,Kings college of engineering,Punalkulam,Near Thanjavur,Tamilnadu,India.

,

Document Type : Research Article

10.47392/irjash.2023.S032
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Abstract

The continuous mobilization of vehicles has led to a surge in the number of road accidents across the world. To get better at this, the government is trying to focus on the safest and most preventive measures in traffic. The practice of direct observation is found to be time taking and a lot of human effort is needed. So, our main idea is to introduce a helmet and license plate detection mech- anism. This project attempts to implement a detection process through a few machine-learning algorithms by using predefined libraries. This system notices a person with/without a helmet thereby imposing fines on the detected candi- date’s license plate. Further, this research work concludes that the automatic identification of helmets can overcome the challenges faced by the manual data collection process. Moreover, this project work assumed that, through data col- lection, the algorithm can help to track helmet use and promote its active use by people to ensure road safety.

Keywords

  • Machine learning
  • Machine-learning Alo- gorithms
  • OCR
  • R-CNN
  • RPN
  • YOLO
  • SSD
  • KNN classifier
  • XML
  • PDF 2.5 M
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  • EndNote
  • Mendeley
  • BibTeX
  • APA
  • MLA
  • HARVARD
  • CHICAGO
  • VANCOUVER
    • Article View: 239
    • PDF Download: 121
International Research Journal on Advanced Science Hub
Volume 5, Issue 05S - Issue Serial Number 5
May 2023
Page 242-247
Files
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  • PDF 2.5 M
History
  • Receive Date: 28 February 2023
  • Revise Date: 14 March 2023
  • Accept Date: 18 March 2023
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  • Article View: 239
  • PDF Download: 121

APA

S, P. , P, D. , T, B. and T, R. (2023). Helmet Detection and Number Plate Recognition Using Machine Learning. International Research Journal on Advanced Science Hub, 5(Issue 05S), 242-247. doi: 10.47392/irjash.2023.S032

MLA

S, P. , , P, D. , , T, B. , and T, R. . "Helmet Detection and Number Plate Recognition Using Machine Learning", International Research Journal on Advanced Science Hub, 5, Issue 05S, 2023, 242-247. doi: 10.47392/irjash.2023.S032

HARVARD

S, P., P, D., T, B., T, R. (2023). 'Helmet Detection and Number Plate Recognition Using Machine Learning', International Research Journal on Advanced Science Hub, 5(Issue 05S), pp. 242-247. doi: 10.47392/irjash.2023.S032

CHICAGO

P. S , D. P , B. T and R. T, "Helmet Detection and Number Plate Recognition Using Machine Learning," International Research Journal on Advanced Science Hub, 5 Issue 05S (2023): 242-247, doi: 10.47392/irjash.2023.S032

VANCOUVER

S, P., P, D., T, B., T, R. Helmet Detection and Number Plate Recognition Using Machine Learning. International Research Journal on Advanced Science Hub, 2023; 5(Issue 05S): 242-247. doi: 10.47392/irjash.2023.S032

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