Izrada sigurnosnog sustava temeljena na Raspberry PI mikrokontroleru

Sviličić, Laren

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master's thesis

Izrada sigurnosnog sustava temeljena na Raspberry PI mikrokontroleru

Rijeka: University of Rijeka, Faculty of Engineering, 2020. urn:nbn:hr:190:048364

Sviličić, Laren

University of Rijeka
Faculty of Engineering
Department of Automation and Electronics
Section of Electronics, Robotics and Automation

Cite this document

APA 6th Edition

Sviličić, L. (2020). Izrada sigurnosnog sustava temeljena na Raspberry PI mikrokontroleru (Master's thesis). Rijeka: University of Rijeka, Faculty of Engineering. Retrieved from https://urn.nsk.hr/urn:nbn:hr:190:048364

MLA 8th Edition

Sviličić, Laren. "Izrada sigurnosnog sustava temeljena na Raspberry PI mikrokontroleru." Master's thesis, University of Rijeka, Faculty of Engineering, 2020. https://urn.nsk.hr/urn:nbn:hr:190:048364

Chicago 17th Edition

Harvard

Sviličić, L. (2020). 'Izrada sigurnosnog sustava temeljena na Raspberry PI mikrokontroleru', Master's thesis, University of Rijeka, Faculty of Engineering, accessed 25 April 2024, https://urn.nsk.hr/urn:nbn:hr:190:048364

Vancouver

Sviličić L. Izrada sigurnosnog sustava temeljena na Raspberry PI mikrokontroleru [Master's thesis]. Rijeka: University of Rijeka, Faculty of Engineering; 2020 [cited 2024 April 25] Available at: https://urn.nsk.hr/urn:nbn:hr:190:048364

IEEE

L. Sviličić, "Izrada sigurnosnog sustava temeljena na Raspberry PI mikrokontroleru", Master's thesis, University of Rijeka, Faculty of Engineering, Rijeka, 2020. Available at: https://urn.nsk.hr/urn:nbn:hr:190:048364

Cite this item: https://urn.nsk.hr/urn:nbn:hr:190:048364

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Metadata

Title	Izrada sigurnosnog sustava temeljena na Raspberry PI mikrokontroleru
Title (english)	Development of a security system based on Raspberry Pi mictrocontroller
Author	Laren Sviličić
Mentor	Zlatan Car (mentor)
Committee member	Neven Bulić (predsjednik povjerenstva)
Committee member	Zlatan Car (član povjerenstva)
Committee member	Dario Matika (član povjerenstva)
Granter	University of Rijeka Faculty of Engineering (Department of Automation and Electronics) (Section of Electronics, Robotics and Automation) Rijeka
Defense date and country	2020-07-14, Croatia
Scientific / art field, discipline and subdiscipline	TECHNICAL SCIENCES Electrical Engineering
Abstract	Ovaj diplomski rad opisuje primjenu i način djelovanja umjetne inteligencije i konvolucijske neuronske mreže za svrhe prepoznavanja osobnog identiteta, odnosno verifikacije osobe usporedbom fotografije lica i glasa pri izgovoru ključne riječi. Tako je potrebno kreirati dva zasebna klasifikacijska modela umjetne neuronske mreže za predikciju lica i glasa. Izrada takvog sigurnosnog sustava ostvarena je pomoću strojnog učenja te je u konačnici implementirana na Raspberry Pi 3 mikrokontroleru s web kamerom i njezinim integriranim mikrofonom. Upotreba i prikaz aplikacije prikazano je uz pomoć grafičkog korisničkog sučelja pomoću kojeg korisnik ima pregled aktualne ostvarene predikcije u stvarnom vremenu.
Abstract (english)	This thesis describes the application and operation of artificial intelligence and convolutional neural networks for the purpose of recognizing personal identity or verification of a person by comparing a photograph of face and voice when pronouncing a keyword. Thus, it is necessary to create two separate classification models of artificial neural network for face and voice prediction. The creation of such a security system is achieved through machine learning and was ultimately implemented on a Raspberry Pi 3 microcontroller with a webcam and its integrated microphone. The use and display of the application is shown with a graphical user interface through which the user has an overview of the current realized prediction in real time.
Keywords
Keywords (english)
Language	croatian
URN:NBN	urn:nbn:hr:190:048364
Study programme	Title: Graduate University Study of Electrical Engineering Study programme type: university Study level: graduate Academic / professional title: magistar/magistra inženjer/inženjerka elektrotehnike (magistar/magistra inženjer/inženjerka elektrotehnike)
Type of resource	Text
File origin	Born digital
Access conditions	Access restricted to students and staff of home institution
Terms of use
Repository	Repository of the University of Rijeka, Faculty of Engineering
Created on	2020-12-03 09:45:45

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