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undergraduate thesis
Prepoznavanje i klasifikacija ostećenja na lopaticama vjetro-elektrane
Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing, 2021. urn:nbn:hr:168:043574
Dončević, Dorian
University of Zagreb
Faculty of Electrical Engineering and Computing

Institutional repository: FER Repository

Cite this document

Dončević, D. (2021). Prepoznavanje i klasifikacija ostećenja na lopaticama vjetro-elektrane (Undergraduate thesis). Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing. Retrieved from https://urn.nsk.hr/urn:nbn:hr:168:043574

Dončević, Dorian. "Prepoznavanje i klasifikacija ostećenja na lopaticama vjetro-elektrane." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2021. https://urn.nsk.hr/urn:nbn:hr:168:043574

Dončević, Dorian. "Prepoznavanje i klasifikacija ostećenja na lopaticama vjetro-elektrane." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2021. https://urn.nsk.hr/urn:nbn:hr:168:043574

Dončević, D. (2021). 'Prepoznavanje i klasifikacija ostećenja na lopaticama vjetro-elektrane', Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, accessed 25 November 2024, https://urn.nsk.hr/urn:nbn:hr:168:043574

Dončević D. Prepoznavanje i klasifikacija ostećenja na lopaticama vjetro-elektrane [Undergraduate thesis]. Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing; 2021 [cited 2024 November 25] Available at: https://urn.nsk.hr/urn:nbn:hr:168:043574

D. Dončević, "Prepoznavanje i klasifikacija ostećenja na lopaticama vjetro-elektrane", Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, Zagreb, 2021. Available at: https://urn.nsk.hr/urn:nbn:hr:168:043574

Metadata
TitlePrepoznavanje i klasifikacija ostećenja na lopaticama vjetro-elektrane
Title (english)Recognition and classification of damages on a wind-farm blade
AuthorDorian Dončević
MentorStjepan Bogdan (mentor)
Committee memberStjepan Bogdan (predsjednik povjerenstva)
Committee memberAntonella Barišić (član povjerenstva)
Committee memberRobert Milijaš (član povjerenstva)
GranterUniversity of Zagreb
Faculty of Electrical Engineering and Computing
Zagreb
Defense date and country2021-07-15, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Computing
Abstract
U okviru ovog rada implementiran je model dubokog učenja YOLOv3-tiny za prepoznavanje i klasifikaciju oštećenja na lopaticama vjetroelektrane. Prikupljene fotografije korištene su za treniranje i testiranje modela te su na kraju prikazani rezultati kao i pregled mogućih poboljšanja.
Abstract (english)
In this paper, a deep learning model yolov3-tiny for recognition and classification of damage on wind turbine blades was implemented. The collected photographs were used to train and test the model and finally the results were presented as well as an overview of possible improvements.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:168:043574
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 20:19:00