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undergraduate thesis
Klasificiranje objekata u 2D radarskim slikama primjenom strojnog učenja
2021. urn:nbn:hr:168:620539
Zoričić, Vedran
University of Zagreb
Faculty of Electrical Engineering and Computing

Cite this document

Zoričić, V. (2021). Klasificiranje objekata u 2D radarskim slikama primjenom strojnog učenja (Undergraduate thesis). Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing. Retrieved from https://urn.nsk.hr/urn:nbn:hr:168:620539

Zoričić, Vedran. "Klasificiranje objekata u 2D radarskim slikama primjenom strojnog učenja." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2021. https://urn.nsk.hr/urn:nbn:hr:168:620539

Zoričić, Vedran. "Klasificiranje objekata u 2D radarskim slikama primjenom strojnog učenja." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2021. https://urn.nsk.hr/urn:nbn:hr:168:620539

Zoričić, V. (2021). 'Klasificiranje objekata u 2D radarskim slikama primjenom strojnog učenja', Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, accessed 28 February 2025, https://urn.nsk.hr/urn:nbn:hr:168:620539

Zoričić V. Klasificiranje objekata u 2D radarskim slikama primjenom strojnog učenja [Undergraduate thesis]. Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing; 2021 [cited 2025 February 28] Available at: https://urn.nsk.hr/urn:nbn:hr:168:620539

V. Zoričić, "Klasificiranje objekata u 2D radarskim slikama primjenom strojnog učenja", Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, Zagreb, 2021. Available at: https://urn.nsk.hr/urn:nbn:hr:168:620539

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Metadata
TitleKlasificiranje objekata u 2D radarskim slikama primjenom strojnog učenja
Title (english)Object classification in 2D radar images using machine learning
AuthorVedran Zoričić
MentorMarko Bosiljevac (mentor)
Committee memberMarko Bosiljevac (predsjednik povjerenstva)
Committee memberDario Bojanjac (član povjerenstva)
Committee memberFilip Turčinović (član povjerenstva)
GranterUniversity of Zagreb
Faculty of Electrical Engineering and Computing
Zagreb
Defense date and country2021-09-03, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Computing
Abstract
U radu se opisuje proces obrade radarskih slika i njihovo korištenje za prepoznavanje objekata. Koriste se konvolucijske neuronske mreže (YOLOv4 arhitektura) koje se treniraju na bazi podataka koja je snimljena pomoću radara. Cilj projekta je stvoriti model koji će dobro generalizirati i moću prepoznati objekte poput automobila, bicikala ili čovjeka iz radarskih slika.
Abstract (english)
The paper describes the process of processing radar images and their use for object recognition. Convolutional neural networks (YOLOv4 architecture) are used, which are trained on a radar-recorded database. The goal of the project is to create a model that will generalize well and be able to recognize objects such as cars, bicycles, or people from radar images.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:168:620539
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 10:19:24