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master's thesis
Detekcija slobodnih parking mjesta pomoću YOLO algoritma
Split: University of Split, Faculty of Science, 2024. urn:nbn:hr:166:030562
Tomašević, Jure
University of Split
Faculty of Science
Department of Informatics

Institutional repository: Repository of Faculty of Science

Cite this document

Tomašević, J. (2024). Detekcija slobodnih parking mjesta pomoću YOLO algoritma (Master's thesis). Split: University of Split, Faculty of Science. Retrieved from https://urn.nsk.hr/urn:nbn:hr:166:030562

Tomašević, Jure. "Detekcija slobodnih parking mjesta pomoću YOLO algoritma." Master's thesis, University of Split, Faculty of Science, 2024. https://urn.nsk.hr/urn:nbn:hr:166:030562

Tomašević, Jure. "Detekcija slobodnih parking mjesta pomoću YOLO algoritma." Master's thesis, University of Split, Faculty of Science, 2024. https://urn.nsk.hr/urn:nbn:hr:166:030562

Tomašević, J. (2024). 'Detekcija slobodnih parking mjesta pomoću YOLO algoritma', Master's thesis, University of Split, Faculty of Science, accessed 29 July 2024, https://urn.nsk.hr/urn:nbn:hr:166:030562

Tomašević J. Detekcija slobodnih parking mjesta pomoću YOLO algoritma [Master's thesis]. Split: University of Split, Faculty of Science; 2024 [cited 2024 July 29] Available at: https://urn.nsk.hr/urn:nbn:hr:166:030562

J. Tomašević, "Detekcija slobodnih parking mjesta pomoću YOLO algoritma", Master's thesis, University of Split, Faculty of Science, Split, 2024. Available at: https://urn.nsk.hr/urn:nbn:hr:166:030562

Metadata
TitleDetekcija slobodnih parking mjesta pomoću YOLO algoritma
Title (english)Detection of vacant parking space using YOLO algorithm
AuthorJure Tomašević
MentorSaša Mladenović (mentor)
MentorDino Nejašmić (pomoć pri izradi, neposredni voditelj)
Committee memberSaša Mladenović (predsjednik povjerenstva)
Committee memberGoran Zaharija (član povjerenstva)
Committee memberDino Nejašmić (član povjerenstva)
GranterUniversity of Split
Faculty of Science
(Department of Informatics)
Split
Defense date and country2024-04-05, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Computing
Abstract
U ovom radu napravljeno je istraživanje o razvoju detekcije objekata na području detekcije objekata slobodnih mjesta. Predstavljena je You Only Look Once obitelj algoritama i njene karakteristike s naglaskom na YOLOv5 verziju algoritma. U njemu je izrađen model za prepoznavanje koji je za uvježbavanje, validaciju i testiranje koristio skupove podataka PKLot i CNRPark+EXT. Također, detaljno je opisan postupak izrade modela i dodatne mogućnosti koje YOLO nudi.
Abstract (english)
In this paper, research on the development of object detection in the context of free parking space has been conducted. There is a representation of You Only Look Once family of algorithms, with a focus on YOLOv5 version of algorithm. Recognition model was created within the paper which utilized the PKLot and CNRPark+EXT datasets for training, validation and testing. Also, paper provides a detailed description of the model creation process and additional capabilities that YOLO offers.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:166:030562
Study programmeTitle: Data Science and Engineering
Study programme type: university
Study level: graduate
Academic / professional title: sveučilišni/a magistar/magistra podatkovne znanosti i inženjerstva (sveučilišni/a magistar/magistra podatkovne znanosti i inženjerstva)
Type of resourceText
File originBorn digital
Access conditionsOpen access
Terms of useLicence In copyright icon
Created on2024-05-03 11:05:08