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undergraduate thesis
Segmentacija dijelova ljudskog tijela
2021. urn:nbn:hr:168:975773
Jakas, Ivan
University of Zagreb
Faculty of Electrical Engineering and Computing

Cite this document

Jakas, I. (2021). Segmentacija dijelova ljudskog tijela (Undergraduate thesis). Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing. Retrieved from https://urn.nsk.hr/urn:nbn:hr:168:975773

Jakas, Ivan. "Segmentacija dijelova ljudskog tijela." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2021. https://urn.nsk.hr/urn:nbn:hr:168:975773

Jakas, Ivan. "Segmentacija dijelova ljudskog tijela." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2021. https://urn.nsk.hr/urn:nbn:hr:168:975773

Jakas, I. (2021). 'Segmentacija dijelova ljudskog tijela', Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, accessed 19 April 2024, https://urn.nsk.hr/urn:nbn:hr:168:975773

Jakas I. Segmentacija dijelova ljudskog tijela [Undergraduate thesis]. Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing; 2021 [cited 2024 April 19] Available at: https://urn.nsk.hr/urn:nbn:hr:168:975773

I. Jakas, "Segmentacija dijelova ljudskog tijela", Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, Zagreb, 2021. Available at: https://urn.nsk.hr/urn:nbn:hr:168:975773

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Metadata
TitleSegmentacija dijelova ljudskog tijela
Title (english)Segmentation of Human Body Parts
AuthorIvan Jakas
MentorTomislav Pribanić (mentor)
Committee memberTomislav Pribanić (predsjednik povjerenstva)
Committee memberKristijan Bartol (član povjerenstva)
Committee memberDavid Bojanić (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
U onom radu se na početku uvode osnovni pojmovi neuronskih mreža, na temelju čega se kasnije objašnjavaju algoritmi konvolucijskih neuronskih mreža, kao i algoritmi semantičke segmentacije. Nakon obrađenih osnovnih pojmova za shvaćanje metoda segmentacije, u nekoliko koraka se pokazuje postupak izrade skupa podataka korišten za segmentaciju dijelova ljudskog tijela. Pokazani su rezultati koje je dalo 6 modela osmišljenih na temelju U-Net arhitekture.
Abstract (english)
At the beginning of this paper, the basic concepts of neural networks are described. That knowledge is used to understand the algorithms like convolutional neural networks and semantic segmentation. After that, the procedure of obtaining the necessary images for the segmentation of human body parts is presented. At the end, the paper shows the results acquired using 6 models based on U-Net architecture.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:168:975773
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 20:39:51