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undergraduate thesis
Sustav za automatsko očitanje brojila pomoću računalnog vida
Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing, 2018. urn:nbn:hr:168:748451
Čuljak, Zvonimir
University of Zagreb
Faculty of Electrical Engineering and Computing

Institutional repository: FER Repository

Cite this document

Čuljak, Z. (2018). Sustav za automatsko očitanje brojila pomoću računalnog vida (Undergraduate thesis). Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing. Retrieved from https://urn.nsk.hr/urn:nbn:hr:168:748451

Čuljak, Zvonimir. "Sustav za automatsko očitanje brojila pomoću računalnog vida." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2018. https://urn.nsk.hr/urn:nbn:hr:168:748451

Čuljak, Zvonimir. "Sustav za automatsko očitanje brojila pomoću računalnog vida." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2018. https://urn.nsk.hr/urn:nbn:hr:168:748451

Čuljak, Z. (2018). 'Sustav za automatsko očitanje brojila pomoću računalnog vida', Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, accessed 25 July 2024, https://urn.nsk.hr/urn:nbn:hr:168:748451

Čuljak Z. Sustav za automatsko očitanje brojila pomoću računalnog vida [Undergraduate thesis]. Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing; 2018 [cited 2024 July 25] Available at: https://urn.nsk.hr/urn:nbn:hr:168:748451

Z. Čuljak, "Sustav za automatsko očitanje brojila pomoću računalnog vida", Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, Zagreb, 2018. Available at: https://urn.nsk.hr/urn:nbn:hr:168:748451

Metadata
TitleSustav za automatsko očitanje brojila pomoću računalnog vida
Title (english)Automatic Reading System for Meters Using Computer Vision
AuthorZvonimir Čuljak
MentorMarko Subašić (mentor)
Committee memberMarko Subašić (predsjednik povjerenstva)
Committee memberIvana Zadro (član povjerenstva)
Committee memberJelena Ivanković (član povjerenstva)
GranterUniversity of Zagreb
Faculty of Electrical Engineering and Computing
Zagreb
Defense date and country2018-09-11, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Computing
Abstract
U ovom radu prikazano je rješenje problema automatskog očitanja brojila uporabom Mask R-CNN-a i primjena tog rješenja u Android aplikaciji. Opisan je proces treniranja Mask R-CNN modela i razvoj programa koji ga koristi za analizu slike. Rad pruža i osnovni uvid u Android operacijski sustav i razvoj aplikacija. Izrađena je i Android aplikacija za vođenje evidencije stanja brojila, koja s programom za automatsko očitanje brojila komunicira putem razvijenog poslužitelja.
Abstract (english)
This paper presents a solution to the problem of automatic reading of the meter using the Mask R-CNN and the application of that solution in an Android application. It contains a description of training the Mask R-CNN model and the development of a program that uses it for image analysis. The paper also provides basic insight into Android operating system and application development. An Android application that keeps track of meter readings and communicates via the socket server with the automatic meter reading program has also been developed.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:168:748451
Study programmeTitle: Computing
Study programme type: university
Study level: undergraduate
Academic / professional title: sveučilišni/a prvostupnik/ prvostupnica (baccalaureus/baccalaurea) inženjer/inženjerka računarstva (sveučilišni/a prvostupnik/ prvostupnica (baccalaureus/baccalaurea) inženjer/inženjerka računarstva)
Type of resourceText
File originBorn digital
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Created on2019-03-13 19:48:09