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undergraduate thesis
Računalna detekcija elemenata strujnog kruga na električnim shemama
Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing, 2022. urn:nbn:hr:168:459689
Lazar, Lorena
University of Zagreb
Faculty of Electrical Engineering and Computing

Institutional repository: FER Repository

Cite this document

Lazar, L. (2022). Računalna detekcija elemenata strujnog kruga na električnim shemama (Undergraduate thesis). Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing. Retrieved from https://urn.nsk.hr/urn:nbn:hr:168:459689

Lazar, Lorena. "Računalna detekcija elemenata strujnog kruga na električnim shemama." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2022. https://urn.nsk.hr/urn:nbn:hr:168:459689

Lazar, Lorena. "Računalna detekcija elemenata strujnog kruga na električnim shemama." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2022. https://urn.nsk.hr/urn:nbn:hr:168:459689

Lazar, L. (2022). 'Računalna detekcija elemenata strujnog kruga na električnim shemama', Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, accessed 06 October 2024, https://urn.nsk.hr/urn:nbn:hr:168:459689

Lazar L. Računalna detekcija elemenata strujnog kruga na električnim shemama [Undergraduate thesis]. Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing; 2022 [cited 2024 October 06] Available at: https://urn.nsk.hr/urn:nbn:hr:168:459689

L. Lazar, "Računalna detekcija elemenata strujnog kruga na električnim shemama", Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, Zagreb, 2022. Available at: https://urn.nsk.hr/urn:nbn:hr:168:459689

Metadata
TitleRačunalna detekcija elemenata strujnog kruga na električnim shemama
Title (english)Computer detection of circuit elements in electrical diagrams
AuthorLorena Lazar
MentorMihaela Vranić (mentor)
Committee memberMihaela Vranić (predsjednik povjerenstva)
Committee memberDamir Pintar (član povjerenstva)
Committee memberAna Šarčević (član povjerenstva)
GranterUniversity of Zagreb
Faculty of Electrical Engineering and Computing
Zagreb
Defense date and country2022-07-05, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Computing
Abstract
U ovom radu opisan je postupak klasifikacije slika elemenata električne sheme. Na početku je napravljen kratak uvod u strojno učenje i računalni vid. Nakon toga, opisan je teorijski dio dvaju najčešće korištenih algoritama za klasifikaciju slika, a to su stroj potpornih vektora i konvolucijske neuronske mreže. Oba algoritma su korištena za izgradnju modela te su izgrađeni modeli međusobno uspoređeni. Također, detaljno je opisan proces prikupljanja slika te njihova obrada. Programsko rješenje je napisano u programskom jeziku Python uz korištenje biblioteka OpenCV i TensorFlow.
Abstract (english)
This thesis describes the procedure of image classification of electrical circuit elements. A Brief introduction of machine learning and computer vision was made at the beginning. After that, the theoretical part of the two most commonly used algorithms for image classification is described, and they are called the support vector machine and the convolutional neural network. Both algorithms were used to build models which were compared to each other. As well, the process of collecting images and their processing is described in detail. The programming solution was written in Python programming language using the OpenCV and TensorFlow libraries.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:168:459689
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 on2023-01-15 10:40:08