prikaz prve stranice dokumenta Generiranje slika generativnim suparničkim mrežama
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master's thesis
Generiranje slika generativnim suparničkim mrežama
Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing, 2020. urn:nbn:hr:168:961539
Bartol, Mirko
University of Zagreb
Faculty of Electrical Engineering and Computing

Institutional repository: FER Repository

Cite this document

Bartol, M. (2020). Generiranje slika generativnim suparničkim mrežama (Master's thesis). Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing. Retrieved from https://urn.nsk.hr/urn:nbn:hr:168:961539

Bartol, Mirko. "Generiranje slika generativnim suparničkim mrežama." Master's thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2020. https://urn.nsk.hr/urn:nbn:hr:168:961539

Bartol, Mirko. "Generiranje slika generativnim suparničkim mrežama." Master's thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2020. https://urn.nsk.hr/urn:nbn:hr:168:961539

Bartol, M. (2020). 'Generiranje slika generativnim suparničkim mrežama', Master's thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, accessed 26 December 2024, https://urn.nsk.hr/urn:nbn:hr:168:961539

Bartol M. Generiranje slika generativnim suparničkim mrežama [Master's thesis]. Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing; 2020 [cited 2024 December 26] Available at: https://urn.nsk.hr/urn:nbn:hr:168:961539

M. Bartol, "Generiranje slika generativnim suparničkim mrežama", Master's thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, Zagreb, 2020. Available at: https://urn.nsk.hr/urn:nbn:hr:168:961539

Metadata
TitleGeneriranje slika generativnim suparničkim mrežama
Title (english)Generating Images Using Generative Adversarial Networks
AuthorMirko Bartol
MentorZoran Kalafatić (mentor)
Committee memberZoran Kalafatić (predsjednik povjerenstva)
Committee memberTomislav Hrkać (član povjerenstva)
Committee memberSiniša Šegvić (član povjerenstva)
GranterUniversity of Zagreb
Faculty of Electrical Engineering and Computing
Zagreb
Defense date and country2020-07-16, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Computing
Abstract
U ovom radu su objašnjene neuronske mreže, konvolucijske neuronske mreže i generativne suparničke mreže. Cilj je generiranje slika u boji korištenjem ACGAN-a. Koristimo konvolucijske neuronske mreže za učenje na slikama u obliku generativne suparničke mreže s pomoćnim klasifikatorom. Slike su dio CIFAR-10 baze podataka.
Abstract (english)
In this thesis, neural networks, convolutional neural networks, and generative adversarial networks are explained. The goal is to generate images in color using ACGAN. We use convolutional neural networks for image learning in the form of a auxiliary classifier generative adversarial network. The images are part of the CIFAR-10 database.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:168:961539
Study programmeTitle: Computing
Study programme type: university
Study level: graduate
Academic / professional title: magistar/magistra inženjer/inženjerka računarstva (magistar/magistra inženjer/inženjerka računarstva)
Type of resourceText
File originBorn digital
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Created on2023-01-13 09:44:34