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Title:
Pametna vrata z uporabo tehnik računalniškega vida in platforme Arduino : diplomsko delo
Authors:
ID
Pahole, Leon
(
Author
)
ID
Holobar, Aleš
(
Mentor
)
More about this mentor...
Files:
UN_Pahole_Leon_2019.pdf
(3,28 MB)
MD5: 7C3FD0F70C977834046AF71B75AF3DAA
PID:
20.500.12556/dkum/8b352167-4113-4172-b636-a5a66912da90
Language:
Slovenian
Work type:
Bachelor thesis/paper
Typology:
2.11 - Undergraduate Thesis
Organization:
FERI - Faculty of Electrical Engineering and Computer Science
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
Place of publishing:
Maribor
Place of performance:
Maribor
Publisher:
[L. Pahole]
Year of publishing:
2019
Number of pages:
73 str.
PID:
20.500.12556/DKUM-73626
UDC:
004.932:004.7(043.2)
COBISS.SI-ID:
22571286
NUK URN:
URN:SI:UM:DK:GNYCZBJ2
Publication date in DKUM:
27.06.2019
Views:
2567
Downloads:
308
Metadata:
Categories:
KTFMB - FERI
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Licences
License:
CC BY-NC-SA 4.0, Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International
Link:
http://creativecommons.org/licenses/by-nc-sa/4.0/
Description:
A Creative Commons license that bans commercial use and requires the user to release any modified works under this license.
Licensing start date:
26.05.2019
Secondary language
Language:
English
Title:
Smart door implemented with computer vision on Arduino platform
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.
Keywords:
computer vision
,
artificial intelligence
,
internet of things
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