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INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)
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ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013
Call For Paper - Volume 12 | Issue 5 | Month- May 2024
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Published Paper Details:
Paper Title
INDIAN LICENSE PLATE RECOGNITION USING DEEP LEARNING
Authors
Nadagani Ajesh Raj, Durga Ganga Rao Kola
Keywords
Optical Character Recognition, Convolutional Neural Networks, Automatic License Plate Recognition, License Plate Recognition, Mean Average Precision.
Abstract
The detection and recognition of a license plate is especially an important aspect of Automatic License Plate Recognition (ALPR). In this work, a deep learning model is used to address the problem of license plate digits detection and recognition. The Convolutional Neural Network (CNN) layers are used to detect the license plate. Due to the dust and sand particles on license plates, the recognition of characters is difficult, so for optimal recognition, Optical Character Recognition (OCR) is used. The objective is to detect and recognize the Indian car license plate digits. Different sets of car images are used for training the Convolutional Neural Networks. By using CNN, the system achieves approximately 99.5% mean Average Precision (mAP) with a plate loss of 0.01627 in the detection of the Indian car license plate in real-time.
IJCRT's Publication Details
Unique Identification Number - IJCRT2211272
Paper ID - 227709
Page Number(s) - c358-c363
Pubished in - Volume 10 | Issue 11 | November 2022
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Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Cite this article
Nadagani Ajesh Raj, Durga Ganga Rao Kola, "INDIAN LICENSE PLATE RECOGNITION USING DEEP LEARNING", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.10, Issue 11, pp.c358-c363, November 2022, Available at :http://www.ijcrt.org/papers/IJCRT2211272.pdf
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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