prikaz prve stranice dokumenta Automatsko bojanje crno-bijelih fotografija putem dubokog učenja
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master's thesis
Automatsko bojanje crno-bijelih fotografija putem dubokog učenja
Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing, 2024. urn:nbn:hr:168:057369
Anđel, Filip
University of Zagreb
Faculty of Electrical Engineering and Computing

Institutional repository: FER Repository

Cite this document

Anđel, F. (2024). Automatsko bojanje crno-bijelih fotografija putem dubokog učenja (Master's thesis). Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing. Retrieved from https://urn.nsk.hr/urn:nbn:hr:168:057369

Anđel, Filip. "Automatsko bojanje crno-bijelih fotografija putem dubokog učenja." Master's thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2024. https://urn.nsk.hr/urn:nbn:hr:168:057369

Anđel, Filip. "Automatsko bojanje crno-bijelih fotografija putem dubokog učenja." Master's thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2024. https://urn.nsk.hr/urn:nbn:hr:168:057369

Anđel, F. (2024). 'Automatsko bojanje crno-bijelih fotografija putem dubokog učenja', Master's thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, accessed 22 November 2024, https://urn.nsk.hr/urn:nbn:hr:168:057369

Anđel F. Automatsko bojanje crno-bijelih fotografija putem dubokog učenja [Master's thesis]. Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing; 2024 [cited 2024 November 22] Available at: https://urn.nsk.hr/urn:nbn:hr:168:057369

F. Anđel, "Automatsko bojanje crno-bijelih fotografija putem dubokog učenja", Master's thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, Zagreb, 2024. Available at: https://urn.nsk.hr/urn:nbn:hr:168:057369

Metadata
TitleAutomatsko bojanje crno-bijelih fotografija putem dubokog učenja
Title (english)Automatic Colorization of Black and White Photos Using Deep Learning
AuthorFilip Anđel
MentorVladimir Čeperić (mentor)
Committee memberVladimir Čeperić (predsjednik povjerenstva)
Committee memberZoran Kalafatić (član povjerenstva)
Committee memberTvrtko Mandić (član povjerenstva)
GranterUniversity of Zagreb
Faculty of Electrical Engineering and Computing
Zagreb
Defense date and country2024-02-26, Croatia
Abstract
Predstavljen je problem kolorizacije slika te razvoj metoda kolorizacije počevši od ručnih metoda pa sve do tehnika dubokog učenja. Tehnike dubokog učenja detaljnije su opisane s posebnim naglaskom na transformerske modele, od kojih je jedan odabran, objašnjen i istreniran s ciljem koloriziranja crno-bijelih slika u stilu slikara Gustava Klimta. Opisan je proces treniranja, postignuti rezultati, ograničenja i moguća poboljšanja.
Abstract (english)
The problem of image colorization and the development of colorization methods, starting with manual methods and ending with deep learning techniques, are presented. Deep learning techniques are described in more detail with special emphasis on transformer models, one of which was selected, explained and trained with the aim of coloring black and white images in the style of the painter Gustav Klimt. The training process, achieved results, limitations and possible improvements are described.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:168:057369
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
Access conditionsClosed access
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Created on2024-10-12 19:58:24