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undergraduate thesis
Obrada slike pomoću duboke neuralne mreže
2021. urn:nbn:hr:179:608436
Vukoja, Želimir
University of Split
Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture
Department of Electronics and Computing

Cite this document

Vukoja, Ž. (2021). Obrada slike pomoću duboke neuralne mreže (Undergraduate thesis). Split: University of Split, Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture. Retrieved from https://urn.nsk.hr/urn:nbn:hr:179:608436

Vukoja, Želimir. "Obrada slike pomoću duboke neuralne mreže." Undergraduate thesis, University of Split, Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture, 2021. https://urn.nsk.hr/urn:nbn:hr:179:608436

Vukoja, Želimir. "Obrada slike pomoću duboke neuralne mreže." Undergraduate thesis, University of Split, Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture, 2021. https://urn.nsk.hr/urn:nbn:hr:179:608436

Vukoja, Ž. (2021). 'Obrada slike pomoću duboke neuralne mreže', Undergraduate thesis, University of Split, Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture, accessed 29 December 2024, https://urn.nsk.hr/urn:nbn:hr:179:608436

Vukoja Ž. Obrada slike pomoću duboke neuralne mreže [Undergraduate thesis]. Split: University of Split, Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture; 2021 [cited 2024 December 29] Available at: https://urn.nsk.hr/urn:nbn:hr:179:608436

Ž. Vukoja, "Obrada slike pomoću duboke neuralne mreže", Undergraduate thesis, University of Split, Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture, Split, 2021. Available at: https://urn.nsk.hr/urn:nbn:hr:179:608436

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Metadata
TitleObrada slike pomoću duboke neuralne mreže
AuthorŽelimir Vukoja
MentorSven Gotovac (mentor)
GranterUniversity of Split
Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture
(Department of Electronics and Computing)
Split
Defense date and country2021-09-20, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Computing
Abstract
U ovome radu opisana je podjela tehnike prepoznavanja slika i njena primjena. Kao glavna tema rada, opisana je klasifikacija slika. Dana je njena podjela na nekoliko načina. Slijede opisi i definicije tehnika predprocesiranja slika. Na kraju ovog poglavlja, navedene su neke tehnike koje se koriste u algoritmima za klasifikaciju slika. U slijedećem poglavlju, opisan je proces izrade praktičnog dijela rada. Počinje od kratkog opisa korištenih tehnologija. Opisuje se proces prikupljanja podataka za treniranje mreže za klasifikaciju. Prikazuje se proces izrade, treniranja i testiranja mreže. Slijedi primjer korištenja mreže za klasifikaciju probne slike. Na kraju se daje usporedba brzine rada mreže između procesora i grafičke kartice.
Abstract (english)
This thesis describes the categorization of object recognition and its uses. As the main topic, the paper describes image classification. It shows the categorization of image classification, followed by definitions and descriptions of preprocessing techniques used in image classification. To round the chapter up, some of the most famous classification techniques are named and described. The next chapter describes the process of making the practical part of this assignment. It starts with the description of data gathering. Next, it shows the process of making, training and testing the network, followed by an example of the network in use. In the end, it compares the speed of training the network with a CPU and a GPU.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:179:608436
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
Access conditionsAccess restricted to students and staff of home institution
Terms of useLicence In copyright icon
Created on2021-12-13 13:09:37