Pametna vrata z uporabo tehnik računalniškega vida in platforme Arduino

diplomsko delo

Leon Pahole (Author), Aleš Holobar (Mentor)

Abstract

V diplomskem delu smo izdelali sistem pametnih vrat, ki dovoljuje vstop na podlagi razpoznave obrazov. V ta namen smo raziskali in opisali tehnologije na področjih interneta stvari, mikrokrmilnikov, umetne inteligence, računalniškega vida in brezžične komunikacije. V nadaljevanju smo izbrali tehnologije za implementacijo sistema pametnih vrat. V praktičnem delu smo sistem implementirali in ga opisali s stališča programske kode. Nazadnje smo sistem testirali in ga iterativno izboljševali s prilagajanjem hiperparametrov izbranih algoritmov.

Keywords

računalniški vid;umetna inteligenca;internet stvari;diplomske naloge;

Data

Language:	Slovenian
Year of publishing:	2019
Typology:	2.11 - Undergraduate Thesis
Organization:	UM FERI - Faculty of Electrical Engineering and Computer Science
Publisher:	[L. Pahole]
UDC:	004.932:004.7(043.2)
COBISS:	22571286
Views:	1593
Downloads:	233
Average score:	0 (0 votes)
Metadata:

Other data

Secondary language:	English
Secondary title:	Smart door implemented with computer vision on Arduino platform
Secondary abstract:	In our thesis, we created a smart door system, which operates on the basis of face recognition. For this purpose we studied and described technologies in the fields of internet of things, microcontrollers, artificial intelligence, computer vision and wireless communication. We carefully studied and selected technologies for system implementation. In the practical part we implemented the system and described it in terms of program code. Lastly, we tested the system and iteratively improved it by adjusting the hyperparameters of used algorithms.
Secondary keywords:	computer vision;artificial intelligence;internet of things;
URN:	URN:SI:UM:
Type (COBISS):	Bachelor thesis/paper
Thesis comment:	Univ. v Mariboru, Fak. za elektrotehniko, računalništvo in informatiko, Računalništvo in informacijske tehnologije
Pages:	73 str.
ID:	11145294