Thesis Details

Pořízení a zpracování sbírky registračních značek vozidel

Master's Thesis Student: Kvapilová Aneta Academic Year: 2018/2019 Supervisor: Herout Adam, prof. Ing., Ph.D.
English title
Obtaining and Processing of a Set of Vehicle License Plates
Language
Czech
Abstract

This master thesis focuses on creating and processing a dataset, which contains semi-automatically processed images of vehicles licence plates. The main goal is to create videos and a set of tools, which are able to transform  input videos into a dataset used for traffic monitoring neural networks. Used programming language is Python, graphical library OpenCV and framework PyTorch for implementation of neural network.

Keywords

LP, licence plate, vehicle, neural network, dataset, anotation, semi-automatic processing, MTCNN, Python, OpenCV, PyTorch

Department
Department of Computer Graphics and Multimedia FIT BUT
Degree Programme
Information Technology, Field of Study Information Technology Security
Files
Status
defended, grade C
Date
19 June 2019
Reviewer
Bartl Vojtěch, Ing.
Committee
Hanáček Petr, doc. Dr. Ing. (DITS FIT BUT), předseda
Drábek Vladimír, doc. Ing., CSc. (DCSY FIT BUT), člen
Lengál Ondřej, Ing., Ph.D. (DITS FIT BUT), člen
Orság Filip, Ing., Ph.D. (DITS FIT BUT), člen
Veselý Vladimír, Ing., Ph.D. (DIFS FIT BUT), člen
Zeman Václav, doc. Ing., Ph.D. (UTKO FEEC BUT), člen
Citation
KVAPILOVÁ, Aneta. Pořízení a zpracování sbírky registračních značek vozidel. Brno, 2019. Master's Thesis. Brno University of Technology, Faculty of Information Technology. 2019-06-19. Supervised by Herout Adam. Available from: https://www.fit.vut.cz/study/thesis/20540/
BibTeX 
@mastersthesis{FITMT20540,
    author = "Aneta Kvapilov\'{a}",
    type = "Master's thesis",
    title = "Po\v{r}\'{i}zen\'{i} a zpracov\'{a}n\'{i} sb\'{i}rky registra\v{c}n\'{i}ch zna\v{c}ek vozidel",
    school = "Brno University of Technology, Faculty of Information Technology",
    year = 2019,
    location = "Brno, CZ",
    language = "czech",
    url = "https://www.fit.vut.cz/study/thesis/20540/"
}

Theses

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