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undergraduate thesis
Detekcija registarskih tablica u slikama vozila
Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing, 2021. urn:nbn:hr:168:055544
Vencl, Antonio
University of Zagreb
Faculty of Electrical Engineering and Computing

Institutional repository: FER Repository

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Vencl, A. (2021). Detekcija registarskih tablica u slikama vozila (Undergraduate thesis). Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing. Retrieved from https://urn.nsk.hr/urn:nbn:hr:168:055544

Vencl, Antonio. "Detekcija registarskih tablica u slikama vozila." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2021. https://urn.nsk.hr/urn:nbn:hr:168:055544

Vencl, Antonio. "Detekcija registarskih tablica u slikama vozila." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2021. https://urn.nsk.hr/urn:nbn:hr:168:055544

Vencl, A. (2021). 'Detekcija registarskih tablica u slikama vozila', Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, accessed 26 December 2024, https://urn.nsk.hr/urn:nbn:hr:168:055544

Vencl A. Detekcija registarskih tablica u slikama vozila [Undergraduate thesis]. Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing; 2021 [cited 2024 December 26] Available at: https://urn.nsk.hr/urn:nbn:hr:168:055544

A. Vencl, "Detekcija registarskih tablica u slikama vozila", Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, Zagreb, 2021. Available at: https://urn.nsk.hr/urn:nbn:hr:168:055544

Metadata
TitleDetekcija registarskih tablica u slikama vozila
Title (english)Detection of License Plates in Vehicle Images
AuthorAntonio Vencl
MentorTomislav Hrkać (mentor)
Committee memberTomislav Hrkać (predsjednik povjerenstva)
Committee memberMarko Barišić (član povjerenstva)
Committee memberFranjo Matković (član povjerenstva)
GranterUniversity of Zagreb
Faculty of Electrical Engineering and Computing
Zagreb
Defense date and country2021-07-05, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Computing
Abstract
Na početku rada sam dao kratki uvod u povijest razvoja umjetne inteligencije na primjeru šaha, te sam predstavio temu ovoga rada. Zatim slijedi kratki uvod u umjetne neuronske mreže gdje sam probao povezati matematički neuron s biološkim, nakon toga je ukratko opisana arhitektura i rad konvolucijskih neuronskih mreža. Zatim je dan kratki opis korištenih tehnologija kao što su Darknet, YOLOv3, LabelIMG, nakon čega je opisan ulazni skup podataka i što se u njemu nalazi. Na kraju je ukratko opisan način treniranja i izneseni su rezultati ispitani na testnom skupu.
Abstract (english)
At the beginning of the paper I gave a brief introduction to the history of the development of artificial intelligence on the example of chess, and I presented the topic of this paper. Then follows a brief introduction to artificial neural networks where I tried to connect a mathematical neuron with a biological one, followed by a brief description of the architecture of convolutional neural networks. Then, a short description of used technologies such as Darknet, YOLOv3, LabelIMG is given, after which the input data set and what is in it is described. At the end, the method of training is briefly described and the results on a test set are presenetd.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:168:055544
Study programmeTitle: Computing
Study programme type: university
Study level: undergraduate
Academic / professional title: sveučilišni/a prvostupnik/ prvostupnica (baccalaureus/baccalaurea) inženjer/inženjerka računarstva (sveučilišni/a prvostupnik/ prvostupnica (baccalaureus/baccalaurea) inženjer/inženjerka računarstva)
Type of resourceText
File originBorn digital
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Created on2023-01-14 21:54:55