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undergraduate thesis
Usporedba metoda dubokog učenja za detekciju objekata u sklopu strojnog vida
Zagreb: University of Zagreb, Faculty of Mechanical Engineering and Naval Architecture, 2024. urn:nbn:hr:235:144931
Vuletić, Kristian
University of Zagreb
Faculty of Mechanical Engineering and Naval Architecture

Institutional repository: Repository of Faculty of Mechanical Engineering and Naval Architecture University of Zagreb

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Vuletić, K. (2024). Usporedba metoda dubokog učenja za detekciju objekata u sklopu strojnog vida (Undergraduate thesis). Zagreb: University of Zagreb, Faculty of Mechanical Engineering and Naval Architecture. Retrieved from https://urn.nsk.hr/urn:nbn:hr:235:144931

Vuletić, Kristian. "Usporedba metoda dubokog učenja za detekciju objekata u sklopu strojnog vida." Undergraduate thesis, University of Zagreb, Faculty of Mechanical Engineering and Naval Architecture, 2024. https://urn.nsk.hr/urn:nbn:hr:235:144931

Vuletić, Kristian. "Usporedba metoda dubokog učenja za detekciju objekata u sklopu strojnog vida." Undergraduate thesis, University of Zagreb, Faculty of Mechanical Engineering and Naval Architecture, 2024. https://urn.nsk.hr/urn:nbn:hr:235:144931

Vuletić, K. (2024). 'Usporedba metoda dubokog učenja za detekciju objekata u sklopu strojnog vida', Undergraduate thesis, University of Zagreb, Faculty of Mechanical Engineering and Naval Architecture, accessed 17 November 2024, https://urn.nsk.hr/urn:nbn:hr:235:144931

Vuletić K. Usporedba metoda dubokog učenja za detekciju objekata u sklopu strojnog vida [Undergraduate thesis]. Zagreb: University of Zagreb, Faculty of Mechanical Engineering and Naval Architecture; 2024 [cited 2024 November 17] Available at: https://urn.nsk.hr/urn:nbn:hr:235:144931

K. Vuletić, "Usporedba metoda dubokog učenja za detekciju objekata u sklopu strojnog vida", Undergraduate thesis, University of Zagreb, Faculty of Mechanical Engineering and Naval Architecture, Zagreb, 2024. Available at: https://urn.nsk.hr/urn:nbn:hr:235:144931

Metadata
TitleUsporedba metoda dubokog učenja za detekciju objekata u sklopu strojnog vida
Title (english)Comparison of deep learning methods for object detection in machine vision
AuthorKristian Vuletić
MentorTomislav Stipančić (mentor)
GranterUniversity of Zagreb
Faculty of Mechanical Engineering and Naval Architecture
Zagreb
Defense date and country2024-02-28, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Mechanical Engineering
Abstract
U svijetu detekcije objekata došlo je do velikog porasta popularnosti metoda dubokog učenja, u tijeku je ubrzani razvoj novih metoda. U sklopu rada identificirani su temeljni pristupi tih metoda, sličnosti i razlike identificiranih pristupa te su opisane razne metode razvijene kroz povijest. Nakon toga, proveden je eksperiment u kojem su dvije metode trenirane i testirane na javnim bazama podataka.
Abstract (english)
In the world of object detection there has been a big surge in popularity of deep learning methods, new methods are being developed at a very fast pace. This paper identifies the fundamental approaches of those methods, their similarities and differences and then describes the various methods developed throughout history. After that, and experiment is conducted in which two methods are trained and tested on publically available databases.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:235:144931
Study programmeTitle: Mechanical Engineering
Study programme type: university
Study level: undergraduate
Academic / professional title: sveučilišni/a prvostupnik/ prvostupnica (baccalaureus/baccalaurea) inženjer/inženjerka strojarstva (sveučilišni/a prvostupnik/ prvostupnica (baccalaureus/baccalaurea) inženjer/inženjerka strojarstva)
Type of resourceText
File originBorn digital
Access conditionsOpen access
Terms of useLicence In copyright icon
Created on2024-02-23 16:17:22