Vehicle Number Plate Recognition System

Registration ID: IJNRD_194580

Published ID: IJNRD2305600

DOI: Click Here to Get

Vatsal Saraswat , Abhinav Trivedi , Pratyush Singh , Ali Abbas , Bharti Vidhury

Convolutional Neural Networks, Automatic Number Plate Recognition System, Optical Character Recognition

The increase in the number of vehicles in the last few years has made it challenging to manually note the number plate text of the vehicle. Hence, in order to reduce the manual work, there is a need to propose a methodology that can detect the number plate region from the input image and recognize the characters of the number plate. Systems have been built for the same using Image Processing techniques, but this technique fails to provide accurate results occasionally in the case of real data. Modern technology such as Deep Learning overcomes this problem. Hence, a deep learning-based methodology is proposed to detect the number plate region from the input image and recognize its characters. Using the Region-based Convolutional Neural Networks, the number plate region is detected and using Convolutional Neural Networks, the characters are recognized from the detected plate region. Once the characters of the number plate are obtained, the system derives the name of the state to which the vehicle belongs, and using the Vahan-info website, the complete details of the vehicle are obtained. The system also stores the number plate text with its state name into the database to maintain a record of number plates detected.

Published Paper   E-Certificate

Vatsal Saraswat, Abhinav Trivedi, Pratyush Singh, Ali Abbas, & Bharti Vidhury (May-2023). Vehicle Number Plate Recognition System. INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT, 8(5), g1-g11. https://ijnrd.org/papers/IJNRD2305600.pdf

Volume 8 Issue 5, May-2023

Pages : g1-g11

Paper Reg. ID: IJNRD_194580

Published Paper Id: IJNRD2305600

Downloads: 000122012

Research Area: Engineering

Country: Ghaziabad, Uttar Pradesh, India

Published Paper PDF: https://ijnrd.org/papers/IJNRD2305600.pdf

Published Paper URL: https://ijnrd.org/viewpaperforall?paper=IJNRD2305600

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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