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undergraduate thesis
MODEL ZA KLASIFIKACIJU SLIKA OBUĆE
Split: University of Split, 2023. urn:nbn:hr:228:985821
Stazić, Nikola
University of Split
University Department of Professional Studies
Department of Computing

Institutional repository: Repository of University Department of Professional Studies

Cite this document

Stazić, N. (2023). MODEL ZA KLASIFIKACIJU SLIKA OBUĆE (Undergraduate thesis). Split: University of Split. Retrieved from https://urn.nsk.hr/urn:nbn:hr:228:985821

Stazić, Nikola. "MODEL ZA KLASIFIKACIJU SLIKA OBUĆE." Undergraduate thesis, University of Split, 2023. https://urn.nsk.hr/urn:nbn:hr:228:985821

Stazić, Nikola. "MODEL ZA KLASIFIKACIJU SLIKA OBUĆE." Undergraduate thesis, University of Split, 2023. https://urn.nsk.hr/urn:nbn:hr:228:985821

Stazić, N. (2023). 'MODEL ZA KLASIFIKACIJU SLIKA OBUĆE', Undergraduate thesis, University of Split, accessed 20 June 2024, https://urn.nsk.hr/urn:nbn:hr:228:985821

Stazić N. MODEL ZA KLASIFIKACIJU SLIKA OBUĆE [Undergraduate thesis]. Split: University of Split; 2023 [cited 2024 June 20] Available at: https://urn.nsk.hr/urn:nbn:hr:228:985821

N. Stazić, "MODEL ZA KLASIFIKACIJU SLIKA OBUĆE", Undergraduate thesis, University of Split, Split, 2023. Available at: https://urn.nsk.hr/urn:nbn:hr:228:985821

Metadata
TitleMODEL ZA KLASIFIKACIJU SLIKA OBUĆE
Title (english)FOOTWEAR IMAGE CLASSIFICATION MODEL
AuthorNikola Stazić
MentorToma Rončević (mentor)
Committee memberKarmen Klarin (član povjerenstva)
Committee memberLada Sartori (član povjerenstva)
GranterUniversity of Split
(University Department of Professional Studies)
(Department of Computing)
Split
Defense date and country2023-09-21, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Computing
Abstract
U ovom završnom radu obrađeni su ključni koncepti i tehnike potrebne za pripremu, izradu, treniranje i validaciju modela klasifikacije slika, izgrađenih uz pomoć konvolucijskih neuronskih mreža. U ovom radu su objašnjeni osnovni koncepti, tehnike i prakse povezane sa strojnim učenjem i računalnim vidom, uključujući i praktični rad koji koristi TensorFlow biblioteku za Python. Praktični rad je izveden na platformi Google Colaboratory u nekoliko koraka: prikupljanje slika, obrada slika te nekoliko ciklusa izrade, treniranja i testiranja modela klasifikacije slika.
Abstract (english)
This paper presents key concepts and techniques needed to prepare, create, train and validate image classification models, built using convolutional neural networks. The goal of this paper is to explain in short terms basic concepts, techniques and practic es connected to machine learning and computer vision, including a practical work that uses TensorFlow library of Python. Practical work was done in Google Colaboratory platform in multiple steps: acquisition of images, image processing and several circles of creating, training and testing image classification model.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:228:985821
Study programmeTitle: Computing
Study programme type: professional
Study level: undergraduate
Academic / professional title: prvostupnik/prvostupnica (baccalaureus/baccalaurea) inženjer/inženjerka računarstva (prvostupnik/prvostupnica (baccalaureus/baccalaurea) inženjer/inženjerka računarstva)
Type of resourceText
File originBorn digital
Access conditionsOpen access
Terms of useLicence In copyright icon
Created on2023-11-21 13:57:34