INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT International Peer Reviewed & Refereed Journals, Open Access Journal ISSN Approved Journal No: 2456-4184 | Impact factor: 8.76 | ESTD Year: 2016
Scholarly open access journals, Peer-reviewed, and Refereed Journals, 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)
The Automatic Helmet Detection and Number Plate Recognition system presented in this study addresses critical aspects of road safety and law enforcement. This innovative system leverages computer vision and deep learning techniques to automatically detect whether motorcyclists are wearing helmets and recognize the number plates of vehicles in real-time. The helmet detection component employs convolutional neural networks (CNNs) to analyze video or image streams from traffic surveillance cameras. It accurately identifies the presence or absence of helmets on riders' heads, contributing to the enforcement of helmet usage laws and enhancing road safety. Simultaneously, the number plate recognition module employs optical character recognition (OCR) and advanced image processing methods to extract alphanumeric characters from vehicle license plates. This information is crucial for tracking and identifying vehicles, managing traffic violations, and ensuring compliance with vehicle registration requirements. The integration of these two functionalities into a single system offers a comprehensive solution for enhancing road safety and law enforcement. The Automatic Helmet Detection and Number Plate Recognition system has the potential to reduce accidents, improve traffic management, and streamline the identification of violators. This technology can be applied across various domains, including traffic control, security, and public safety, contributing to safer and more efficient roadways.
Keywords:
Helmet Detection, Number Plate Detection, Motorcycle, convolutional neural networks (CNNs), Safety, Deep learning
Cite Article:
"Automatic Helmet Detection and Number Plate Recognition", International Journal of Novel Research and Development (www.ijnrd.org), ISSN:2456-4184, Vol.9, Issue 4, page no.b128-b134, April-2024, Available :http://www.ijnrd.org/papers/IJNRD2404118.pdf
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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
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