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master's thesis
Detekcija zauzeća parkirnih mjesta
2020. urn:nbn:hr:168:960141
Huzjan, Fran
University of Zagreb
Faculty of Electrical Engineering and Computing

Cite this document

Huzjan, F. (2020). Detekcija zauzeća parkirnih mjesta (Master's thesis). Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing. Retrieved from https://urn.nsk.hr/urn:nbn:hr:168:960141

Huzjan, Fran. "Detekcija zauzeća parkirnih mjesta." Master's thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2020. https://urn.nsk.hr/urn:nbn:hr:168:960141

Huzjan, Fran. "Detekcija zauzeća parkirnih mjesta." Master's thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2020. https://urn.nsk.hr/urn:nbn:hr:168:960141

Huzjan, F. (2020). 'Detekcija zauzeća parkirnih mjesta', Master's thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, accessed 07 May 2024, https://urn.nsk.hr/urn:nbn:hr:168:960141

Huzjan F. Detekcija zauzeća parkirnih mjesta [Master's thesis]. Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing; 2020 [cited 2024 May 07] Available at: https://urn.nsk.hr/urn:nbn:hr:168:960141

F. Huzjan, "Detekcija zauzeća parkirnih mjesta", Master's thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, Zagreb, 2020. Available at: https://urn.nsk.hr/urn:nbn:hr:168:960141

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Metadata
TitleDetekcija zauzeća parkirnih mjesta
Title (english)Parking space occupancy detection
AuthorFran Huzjan
MentorDomagoj Jakobović (mentor)
Committee memberDomagoj Jakobović (predsjednik povjerenstva)
Committee memberMarko Đurasević (član povjerenstva)
Committee memberMarko Čupić (član povjerenstva)
GranterUniversity of Zagreb
Faculty of Electrical Engineering and Computing
Zagreb
Defense date and country2020-07-14, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Computing
Abstract
U sklopu ovog diplomskog rada opisan je i implementiran sustav detekcija zauzeća parkirnih mjesta i njegove komponente. Opisani su mehanizmi strojnog i dubokog učenja. Opisane su neuronske mreže i njihovo učenje. Navedene su baze podataka koje su se koristile u radu za učenje neuronskih mreža za rad sustava. Ispitani su i uspoređeni novodobiveni modeli međusobno i s predtreniranih modelom. Dobiveni rezultati prikazani su grafički i zatim analizirani.
Abstract (english)
In this thesis, a system for detecting the occupancy of parking spaces and its components is described and implemented. Mechanisms of machine and deep learning are described. Neural networks and their learning are described. The databases used in the thesis to learn neural networks for system operation are listed. Newly trained models were tested and compared with each other and with pre-trained model. The obtained results are presented graphically and then analyzed.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:168:960141
Study programmeTitle: Computing
Study programme type: university
Study level: graduate
Academic / professional title: magistar/magistra inženjer/inženjerka računarstva (magistar/magistra inženjer/inženjerka računarstva)
Type of resourceText
File originBorn digital
Access conditionsClosed access
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Created on2023-01-13 12:25:56