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undergraduate thesis
Sustav za obradu slike kojim se postiže prijenos stila
Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing, 2021. urn:nbn:hr:168:489164
Barbarić, Filip
University of Zagreb
Faculty of Electrical Engineering and Computing

Institutional repository: FER Repository

Cite this document

Barbarić, F. (2021). Sustav za obradu slike kojim se postiže prijenos stila (Undergraduate thesis). Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing. Retrieved from https://urn.nsk.hr/urn:nbn:hr:168:489164

Barbarić, Filip. "Sustav za obradu slike kojim se postiže prijenos stila." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2021. https://urn.nsk.hr/urn:nbn:hr:168:489164

Barbarić, Filip. "Sustav za obradu slike kojim se postiže prijenos stila." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2021. https://urn.nsk.hr/urn:nbn:hr:168:489164

Barbarić, F. (2021). 'Sustav za obradu slike kojim se postiže prijenos stila', Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, accessed 19 December 2024, https://urn.nsk.hr/urn:nbn:hr:168:489164

Barbarić F. Sustav za obradu slike kojim se postiže prijenos stila [Undergraduate thesis]. Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing; 2021 [cited 2024 December 19] Available at: https://urn.nsk.hr/urn:nbn:hr:168:489164

F. Barbarić, "Sustav za obradu slike kojim se postiže prijenos stila", Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, Zagreb, 2021. Available at: https://urn.nsk.hr/urn:nbn:hr:168:489164

Metadata
TitleSustav za obradu slike kojim se postiže prijenos stila
Title (english)Image Processing System for the Style Transfer
AuthorFilip Barbarić
MentorMislav Grgić (mentor)
Committee memberMislav Grgić (predsjednik povjerenstva)
Committee memberSonja Grgić (član povjerenstva)
Committee memberTomislav Kos (član povjerenstva)
GranterUniversity of Zagreb
Faculty of Electrical Engineering and Computing
Zagreb
Defense date and country2021-07-14, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Computing
Abstract
Prijenos stila je obrada slike s kojom se sadržaj neke slike stilizira zadanim stilom. Takve metode danas se najčešće koriste u računalnoj grafici i kao pomoć pri animiranju. Postoji mnogo metoda s kojim se može prenijeti no neuroprijenos stila danas daje najbolje rezultate i najslobodnije rezultate. Prvi prijenos stila pomoću neuronske mreže ostvario je Leon Gatys. Sadržaj slike lako se izračunavao no problem je bio stil. Gatys je predstavio metodu računanja stila preko gramovih matrica. Njegova metoda prijenosa stila provodi se tako da za definiranu funkciju gubitka optimiziramo našu generiranu sliku. Ta funkcija gubitka definirana je sa stilom i sadržajem. Ubrzo su se razvile i druge metode koje rade brže.
Abstract (english)
Style transfer is the processing of an image with which the content of an image is styled by a given style. Such methods are most commonly used today in computer graphics and as an aid to animation. There are many methods by which it can be transmitted but neurotransmission of style today gives the best results and the freest results. The first transmission of style using a neural network was achieved by Leon Gatys. The content of the image was easy to calculate but the problem was the style. Gatys introduced a method of calculating style over gram matrices. Its style transfer method is implemented by optimizing our generated image for a defined loss function. This loss function is defined with style and content. Other methods that work faster soon developed.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:168:489164
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
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Created on2023-01-14 20:03:18