Bangla license plate recognition using convolutional neural networks (CNN)
Cataloged from PDF version of thesis report.
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| Kieli: | English |
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BRAC University
2018
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| Linkit: | http://hdl.handle.net/10361/9507 |
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10361-9507 |
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10361-95072022-01-26T10:04:59Z Bangla license plate recognition using convolutional neural networks (CNN) Rahman, M M Shaifur Mostakim, Moin Department of Computer Science and Engineering, BRAC University Bangla license plate License plate recognition Convolutional neural networks Neural network Cataloged from PDF version of thesis report. Includes bibliographical references (pages 33-37). This thesis report is submitted in partial fulfilment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2017. In the last few years, the deep learning technique in particular Convolutional Neural Networks (CNNs) are using massively in the field of computer vision and machine learning. This deep learning technique provides state-of-the-art accuracy in different classification task on different benchmarks such as MNIST, CIFAR-10, CIFAR-100, ImageNet [1, 2]. However, there are a lot of research has been conducted for Bangla License plate recognition in last decade. None of them are used to deploy a physical system for Bangla license plate recognition system because of their poor recognition accuracy. In this thesis, we would like implement CNNs based Bangla license plate recognition system with better accuracy that can be used for different purposes like: roadside assistance, automatic parking lot management system and so on. M M Shaifur Rahman B. Computer Science and Engineering 2018-02-19T05:02:18Z 2018-02-19T05:02:18Z 2017 12/24/2017 Thesis ID 13301052 http://hdl.handle.net/10361/9507 en BRAC University thesis reports are protected by copyright. They may be viewed from this source for any purpose, but reproduction or distribution in any format is prohibited without written permission. 38 pages application/pdf BRAC University |
| institution |
Brac University |
| collection |
Institutional Repository |
| language |
English |
| topic |
Bangla license plate License plate recognition Convolutional neural networks Neural network |
| spellingShingle |
Bangla license plate License plate recognition Convolutional neural networks Neural network Rahman, M M Shaifur Bangla license plate recognition using convolutional neural networks (CNN) |
| description |
Cataloged from PDF version of thesis report. |
| author2 |
Mostakim, Moin |
| author_facet |
Mostakim, Moin Rahman, M M Shaifur |
| format |
Thesis |
| author |
Rahman, M M Shaifur |
| author_sort |
Rahman, M M Shaifur |
| title |
Bangla license plate recognition using convolutional neural networks (CNN) |
| title_short |
Bangla license plate recognition using convolutional neural networks (CNN) |
| title_full |
Bangla license plate recognition using convolutional neural networks (CNN) |
| title_fullStr |
Bangla license plate recognition using convolutional neural networks (CNN) |
| title_full_unstemmed |
Bangla license plate recognition using convolutional neural networks (CNN) |
| title_sort |
bangla license plate recognition using convolutional neural networks (cnn) |
| publisher |
BRAC University |
| publishDate |
2018 |
| url |
http://hdl.handle.net/10361/9507 |
| work_keys_str_mv |
AT rahmanmmshaifur banglalicenseplaterecognitionusingconvolutionalneuralnetworkscnn |
| _version_ |
1814307181318635520 |