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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) |
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| Paper Title: | Automatic number plate recognition |
| Authors Name: | Suruchi Dedgaonkar , Parantak Choudhari , Nitesh Kumar , Tejas Chapke , Yash Goswami |
| Download E-Certificate: | Download |
| Author Reg. ID: |
IJNRD_185401
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| Published Paper Id: | IJNRD2212319 |
| Published In: | Volume 7 Issue 12, December-2022 |
| DOI: | http://doi.one/10.1729/Journal.32609 |
| Abstract: | To design a real time application this will recognize the license plates automatically of vehicles at a gate. Automatic Vehicle Number plate recognition system is one kind of an intelligent transport system because of its potential applications in traffic monitoring systems. The purpose of this paper is to develop a real time application which recognizes license plates from vehicles at a gate, for example at the entrance of a parking area and to generate daily reports of the following. When any vehicle passes by the system the video/photo is captured and the number plate text is detected, this text is then sent to the real-time database (firebase) from where it sent to the android app for displaying it. System also generates report of a particular day. Detection of licence plates is done by training the dataset available online using TensorFlow Object Detection Model (TFOD). The steps involve importing TFOD into our ipynb and then splitting the dataset into testing and training data. Then trained our ML model for upto 10000 steps/epochs. Used OpenCV to detect the number plate using the trained model. Applied Optical Character Recognition (OCR) to the image and performed OCR Filtering to extract the text from each and every plate using PyTorch and EasyOCR. |
| Keywords: | Detection, Jupyter Notebook, EasyOCR, Firebase. |
| Cite Article: | "Automatic number plate recognition", International Journal of Novel Research and Development (www.ijnrd.org), ISSN:2456-4184, Vol.7, Issue 12, page no.d181-d186, December-2022, Available :http://www.ijnrd.org/papers/IJNRD2212319.pdf |
| Downloads: | 000118755 |
| 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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Published Paper ID:IJNRD2212319 Registration ID: 185401 Published In: Volume 7 Issue 12, December-2022 DOI (Digital Object Identifier): http://doi.one/10.1729/Journal.32609 Page No: d181-d186 Country: Pune, Maharashtra, India Research Area: Engineering Publisher : IJ Publication Published Paper URL : https://www.ijnrd.org/viewpaperforall?paper=IJNRD2212319 Published Paper PDF: https://www.ijnrd.org/papers/IJNRD2212319 |
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ISSN: 2456-4184
Impact Factor: 8.76 and ISSN APPROVED
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