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master's thesis
Sustav za provjeru identiteta osobe
2021. urn:nbn:hr:200:656325
Juroš, Josip
Josip Juraj Strossmayer University of Osijek
Faculty of Electrical Engineering, Computer Science and Information Technology Osijek
Department of Computer Engineering and Automation
Chair of Automation and Robotics

Cite this document

Juroš, J. (2021). Sustav za provjeru identiteta osobe (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:200:656325

Juroš, Josip. "Sustav za provjeru identiteta osobe." Master's thesis, Josip Juraj Strossmayer University of Osijek, Faculty of Electrical Engineering, Computer Science and Information Technology Osijek, 2021. https://urn.nsk.hr/urn:nbn:hr:200:656325

Juroš, Josip. "Sustav za provjeru identiteta osobe." Master's thesis, Josip Juraj Strossmayer University of Osijek, Faculty of Electrical Engineering, Computer Science and Information Technology Osijek, 2021. https://urn.nsk.hr/urn:nbn:hr:200:656325

Juroš, J. (2021). 'Sustav za provjeru identiteta osobe', Master's thesis, Josip Juraj Strossmayer University of Osijek, Faculty of Electrical Engineering, Computer Science and Information Technology Osijek, accessed 15 April 2024, https://urn.nsk.hr/urn:nbn:hr:200:656325

Juroš J. Sustav za provjeru identiteta osobe [Master's thesis]. Osijek: Josip Juraj Strossmayer University of Osijek, Faculty of Electrical Engineering, Computer Science and Information Technology Osijek; 2021 [cited 2024 April 15] Available at: https://urn.nsk.hr/urn:nbn:hr:200:656325

J. Juroš, "Sustav za provjeru identiteta osobe", Master's thesis, Josip Juraj Strossmayer University of Osijek, Faculty of Electrical Engineering, Computer Science and Information Technology Osijek, Osijek, 2021. Available at: https://urn.nsk.hr/urn:nbn:hr:200:656325

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Metadata
TitleSustav za provjeru identiteta osobe
Title (english)Identity verification system
AuthorJosip Juroš
MentorEmmanuel Karlo Nyarko (mentor)
Committee memberEmmanuel Karlo Nyarko (predsjednik povjerenstva)
Committee memberDamir Filko (član povjerenstva)
Committee memberPetra Pejić (član povjerenstva)
GranterJosip Juraj Strossmayer University of Osijek
Faculty of Electrical Engineering, Computer Science and Information Technology Osijek
(Department of Computer Engineering and Automation)
(Chair of Automation and Robotics)
Osijek
Defense date and country2021-10-05, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Computing
Artificial Intelligence
Abstract
Korištene tehnologije su: HTML, Python, OpenCV, Flask. Sustav vrši jedan na jedan usporedbu lica. Pomoću konvolucijske neuronske mreže dobivene su značajke lica koji se koriste pri provođenju eksperimenta. Eksperiment je pokazao kako je iznimno bitno imati čist skup referentnih podataka, pravilno stvoren u skladu s uputama, pri realizaciji sustava za provjeru identiteta, te je prema definiciji konvolucijskih neuronskih mreža i dubokom učenju potreban velik skup podataka za učenje. Korisnička aplikacija nudi mogućnost ugnježđivanja rješenja u ostale sustave u svrhu osiguranja osobnih podataka korisnika.
Abstract (english)
Used technologies: HTML, Python, OpenCV, Flask. The system performs a one-on-one face comparison. Using a convolutional neural network face embeddings are obtained and used in the experiment. The experiment has shown that it is extremely important to have a clean reference set of data when implementing an identity verification system, and in accordance with the definition of convolutional neural networks and deep learning, a large set of data is needed for training. The user application offers the possibility of embedding the solution in other systems for the purposes of securing the personal data of users.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:200:656325
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 on2021-11-23 16:22:49