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undergraduate thesis
Semantička segmentacija zračnih slika
Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing, 2020. urn:nbn:hr:168:452704
Maligec, Hrvoje
University of Zagreb
Faculty of Electrical Engineering and Computing

Institutional repository: FER Repository

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Maligec, H. (2020). Semantička segmentacija zračnih slika (Undergraduate thesis). Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing. Retrieved from https://urn.nsk.hr/urn:nbn:hr:168:452704

Maligec, Hrvoje. "Semantička segmentacija zračnih slika." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2020. https://urn.nsk.hr/urn:nbn:hr:168:452704

Maligec, Hrvoje. "Semantička segmentacija zračnih slika." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2020. https://urn.nsk.hr/urn:nbn:hr:168:452704

Maligec, H. (2020). 'Semantička segmentacija zračnih slika', Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, accessed 02 June 2024, https://urn.nsk.hr/urn:nbn:hr:168:452704

Maligec H. Semantička segmentacija zračnih slika [Undergraduate thesis]. Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing; 2020 [cited 2024 June 02] Available at: https://urn.nsk.hr/urn:nbn:hr:168:452704

H. Maligec, "Semantička segmentacija zračnih slika", Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, Zagreb, 2020. Available at: https://urn.nsk.hr/urn:nbn:hr:168:452704

Metadata
TitleSemantička segmentacija zračnih slika
Title (english)Semantic segmentation of aerial imagery
AuthorHrvoje Maligec
MentorSiniša Šegvić (mentor)
Committee memberSiniša Šegvić (predsjednik povjerenstva)
Committee memberIvan Grubišić (član povjerenstva)
Committee memberPetra Bevandić (član povjerenstva)
GranterUniversity of Zagreb
Faculty of Electrical Engineering and Computing
Zagreb
Defense date and country2020-09-07, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Computing
Abstract
U radu opisana je semantička segmentacija zračnih fotografija na primjeru segmentacije podatkovnih skupova Swiftnet i Inria. Rad se bavi tehničkim detaljima implementacija neuronskih mreža za semantičku segmentaciju. Također istražuje različite javno dostupne skupove podataka koji se koriste za semantičku segmentaciju kao i različite pristupe problemu bliske trenutno optimalnim rješenjima. Na kraju rada nalazi se prijedlog fine prilagodbe hiper - parametara Swiftneta danim podatkovnim skupovima.
Abstract (english)
Within this thesis semantic segmentation of aerial imagery on the example of Swiftnet - powered Synthinel and Inria datasets segmentation was described. The work looks into technical details of implementaton of neural networks for semantic segmentation. It also examines the different publicly available datasets used for semantic segmentation as well as different approaches close to the state-of-the-art performances. In the end there is a proposal for hyper - parameter fine - tuning of Swiftnet for the given datasets.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:168:452704
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 on2023-01-13 15:29:06