20.500.12556/DKUM-85012 Nadzorni sistem in zaznava objektov na sliki, zajeti z brezžično kamero diplomsko delo Surveillance system and object detection in wireless camera captured images Diplomsko delo obsega študijo algoritmov razpoznavanja objektov iz slik, zajetih z brezžično kamero ter razvoj sistema, ki omogoča nadzorovanje in varovanje posesti uporabnika. V uvodnem delu analiziramo obstoječe rešitve z vidika njihovih implementacij, prednosti in slabosti ter izberemo najbolj primerne metode kot osnovo za naše delo. V nadaljevanju predstavimo kamero Raspberry Pi, ki jo bomo uporabili za zajemanje slik, uporabljene algoritme in njihovo delovanje ter implementacijo. Učinkovitost rešitve dokažemo z rezultati razpoznavanja objektov, diplomsko nalogo pa zaključimo s primerjavo učinkovitosti naše rešitve z že obstoječimi. In our thesis we conduct a study of object recognition algorithms and develop a surveillance system that allows the control and protection of the user's property. In the introductory part, we analyse the existing solutions in terms of their implementations, advantages and disadvantages, and select the most appropriate methods as a basis for our work. Afterwards, we present the Raspberry Pi camera, which is used for capturing images, the algorithms used and their operation and implementation. The effectiveness of the solution is proven by the results of object recognition. The diploma thesis is concluded by comparing the efficiency of our solution with existing solutions. razpoznavanje objektov internet stvari nadzorni sistemi. object recognition internet of things surveillance systems. true true false [B. Zgaga] Slovenski jezik Angleški jezik Diplomsko delo/naloga 2023-08-16 09:23:55 2023-09-21 09:28:23 2024-02-10 03:08:55 0000-00-00 00:00:00 2023 0 Maribor 0 Maribor 1 spletni vir (1 datoteka PDF ([XI], 45 f.)) 0000-00-00 NiDoloceno NiDoloceno NiDoloceno 0000-00-00 0000-00-00 0000-00-00 004.932.72'1(043.2) 184617219 UN_Zgaga_Bine_2023.pdf UN_Zgaga_Bine_2023.pdf 1 63157B4CB3A87BD276523A47CE21319E 802f02219639039baf721343d4151e34ce7bfe642477d15c88002fdc7517262d 5f140b4f-5850-11ee-a4d2-00155d000105 https://dk.um.si/Dokument.php?lang=slv&id=172714 Fakulteta za elektrotehniko, računalništvo in informatiko 0 0 0