Thesis Details

Software pro detekci a rozpoznání registrační značky vozidla

Bachelor's Thesis Student: Masaryk Adam Academic Year: 2018/2019 Supervisor: Špaňhel Jakub, Ing.
English title
Vehicle License Plate Detection and Recognition Software
Language
Czech
Abstract

The aim of this bachelor thesis is to design and develop software that can detect and recognize license plates from images. The software is divided into 3 parts - license plates detection, detector output processing and license plates characters recognition. We decided to implement detection and recognition using modern methods using convolutional neural networks.

Keywords

neural networks, convolutional neural networks, Inception, ResNet, MobileNet, license plate, license plate detection, optical character recognition, Python, Tensorflow, Keras, OpenCV

Department
Degree Programme
Information Technology
Files
Status
defended, grade D
Date
11 June 2019
Reviewer
Committee
Herout Adam, prof. Ing., Ph.D. (DCGM FIT BUT), předseda
Bidlo Michal, doc. Ing., Ph.D. (DCSY FIT BUT), člen
Čadík Martin, doc. Ing., Ph.D. (DCGM FIT BUT), člen
Křivka Zbyněk, Ing., Ph.D. (DIFS FIT BUT), člen
Rogalewicz Adam, doc. Mgr., Ph.D. (DITS FIT BUT), člen
Citation
MASARYK, Adam. Software pro detekci a rozpoznání registrační značky vozidla. Brno, 2019. Bachelor's Thesis. Brno University of Technology, Faculty of Information Technology. 2019-06-11. Supervised by Špaňhel Jakub. Available from: https://www.fit.vut.cz/study/thesis/20825/
BibTeX
@bachelorsthesis{FITBT20825,
    author = "Adam Masaryk",
    type = "Bachelor's thesis",
    title = "Software pro detekci a rozpozn\'{a}n\'{i} registra\v{c}n\'{i} zna\v{c}ky vozidla",
    school = "Brno University of Technology, Faculty of Information Technology",
    year = 2019,
    location = "Brno, CZ",
    language = "czech",
    url = "https://www.fit.vut.cz/study/thesis/20825/"
}
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