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master's thesis
Aplikacija za augmentaciju podataka u oblaku
2023. urn:nbn:hr:200:260743
Đuranić, Dominik
Josip Juraj Strossmayer University of Osijek
Faculty of Electrical Engineering, Computer Science and Information Technology Osijek
Department of Communications
Chair of Electronics and Microelectronics

Cite this document

Đuranić, D. (2023). Aplikacija za augmentaciju podataka u oblaku (Master's thesis). Osijek: Josip Juraj Strossmayer University of Osijek, Faculty of Electrical Engineering, Computer Science and Information Technology Osijek. Retrieved from https://urn.nsk.hr/urn:nbn:hr:200:260743

Đuranić, Dominik. "Aplikacija za augmentaciju podataka u oblaku." Master's thesis, Josip Juraj Strossmayer University of Osijek, Faculty of Electrical Engineering, Computer Science and Information Technology Osijek, 2023. https://urn.nsk.hr/urn:nbn:hr:200:260743

Đuranić, Dominik. "Aplikacija za augmentaciju podataka u oblaku." Master's thesis, Josip Juraj Strossmayer University of Osijek, Faculty of Electrical Engineering, Computer Science and Information Technology Osijek, 2023. https://urn.nsk.hr/urn:nbn:hr:200:260743

Đuranić, D. (2023). 'Aplikacija za augmentaciju podataka u oblaku', Master's thesis, Josip Juraj Strossmayer University of Osijek, Faculty of Electrical Engineering, Computer Science and Information Technology Osijek, accessed 28 December 2024, https://urn.nsk.hr/urn:nbn:hr:200:260743

Đuranić D. Aplikacija za augmentaciju podataka u oblaku [Master's thesis]. Osijek: Josip Juraj Strossmayer University of Osijek, Faculty of Electrical Engineering, Computer Science and Information Technology Osijek; 2023 [cited 2024 December 28] Available at: https://urn.nsk.hr/urn:nbn:hr:200:260743

D. Đuranić, "Aplikacija za augmentaciju podataka u oblaku", Master's thesis, Josip Juraj Strossmayer University of Osijek, Faculty of Electrical Engineering, Computer Science and Information Technology Osijek, Osijek, 2023. Available at: https://urn.nsk.hr/urn:nbn:hr:200:260743

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Metadata
TitleAplikacija za augmentaciju podataka u oblaku
Title (english)Data augmentation application in cloud
AuthorDominik Đuranić
MentorMarijan Herceg (mentor)
Committee memberMarijan Herceg (predsjednik povjerenstva)
Committee memberMario Vranješ (član povjerenstva)
Committee memberRatko Grbić (član povjerenstva)
GranterJosip Juraj Strossmayer University of Osijek
Faculty of Electrical Engineering, Computer Science and Information Technology Osijek
(Department of Communications)
(Chair of Electronics and Microelectronics)
Osijek
Defense date and country2023-09-26, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Electrical Engineering
Telecommunications and Informatics
Abstract
U radu je opisan razvoj vlastite web aplikacije za augmentaciju podataka u oblaku. Aplikacija je implementirana na platformi u oblaku, testirana i istraženo je korisničko iskustvo. Prikazani su pristupi i metode augmentacije te uspoređene postojeće aplikacije. Korištene su suvremene tehnologije koje su pobliže objašnjene i pojašnjene na primjerima. Testiranje je potvrdilo ispravnost rada, a istraživanje korisničkog iskustva pokazalo zadovoljstvo dizajnom i navigacijom te postignutim rezultatima. Razvijena aplikacija koristan je alat za probleme strojnog učenja, omogućujući učinkovitu augmentaciju podataka u oblaku. S pozitivnim korisničkim iskustvom i rezultatima, tehnologija ima potencijal olakšati i približiti augmentaciju podataka ljudima zainteresiranim za strojno učenje, čak i na slabijim uređajima.
Abstract (english)
This paper describes the development of a data augmentation web application in the cloud. The application was implemented on a cloud platform. The application was tested and a user experience survey was conducted. An overview of augmentation approaches and methods was provided, and existing applications were compared. It utilizes contemporary technologies, whose features were explained and demonstrated using examples. Testing verified that the application works correctly, and the user experience survey demonstrated user satisfaction with design and navigation, as well as the achieved outcomes. The developed application is a useful tool for machine learning problems, enabling efficient data augmentation in the cloud. With positive user experience and results, the technology has the potential to simplify and make data augmentation more accessible to individuals interested in machine learning, even on less powerful devices.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:200:260743
Study programmeTitle: Graduate University Study Programme in Computer Engineering
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 conditionsOpen access
Terms of useLicence In copyright icon
Created on2023-10-11 09:23:21