Čitanje tiskanog teksta pomoću dubokih neuronskih mreža

Marković, Luka

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undergraduate thesis

Čitanje tiskanog teksta pomoću dubokih neuronskih mreža

Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing, 2019. urn:nbn:hr:168:700297

Marković, Luka

University of Zagreb
Faculty of Electrical Engineering and Computing

Cite this document

APA 6th Edition

Marković, L. (2019). Čitanje tiskanog teksta pomoću dubokih neuronskih mreža (Undergraduate thesis). Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing. Retrieved from https://urn.nsk.hr/urn:nbn:hr:168:700297

MLA 8th Edition

Marković, Luka. "Čitanje tiskanog teksta pomoću dubokih neuronskih mreža." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2019. https://urn.nsk.hr/urn:nbn:hr:168:700297

Chicago 17th Edition

Harvard

Marković, L. (2019). 'Čitanje tiskanog teksta pomoću dubokih neuronskih mreža', Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, accessed 27 December 2024, https://urn.nsk.hr/urn:nbn:hr:168:700297

Vancouver

Marković L. Čitanje tiskanog teksta pomoću dubokih neuronskih mreža [Undergraduate thesis]. Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing; 2019 [cited 2024 December 27] Available at: https://urn.nsk.hr/urn:nbn:hr:168:700297

IEEE

L. Marković, "Čitanje tiskanog teksta pomoću dubokih neuronskih mreža", Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, Zagreb, 2019. Available at: https://urn.nsk.hr/urn:nbn:hr:168:700297

Cite this item: https://urn.nsk.hr/urn:nbn:hr:168:700297

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Metadata

Title	Čitanje tiskanog teksta pomoću dubokih neuronskih mreža
Title (english)	Reading of printed text using deep neural networks
Author	Luka Marković
Mentor	Marko Subašić (mentor)
Committee member	Marko Subašić (predsjednik povjerenstva)
Committee member	Ivana Zadro Matovinović (član povjerenstva)
Committee member	Jelena Ivanković (član povjerenstva)
Granter	University of Zagreb Faculty of Electrical Engineering and Computing Zagreb
Defense date and country	2019-09-10, Croatia
Scientific / art field, discipline and subdiscipline	TECHNICAL SCIENCES Computing
Abstract	U ovom završnom radu opisano je kako funkcioniraju neuronske mreže i dan je uvid u njihovu arhitekturu. Konvolucijske neuronske mreže su detaljnije opisane jer su se koristile u izradi rada. Detaljno su opisani konvolucijski i potpuno povezani sloj. U radu je detaljno opisan sustav za prepoznavanje i klasifikaciju slika, YOLO (You only look once). Nakon teoretskog uvoda navedeno je kako koristiti sustav i pokazani su primjeri proizišli iz testiranja neuronske mreže. Slike prikazuju kako dobru klasifikaciju tako i greške i poteškoče na koje nailazi sustav.
Abstract (english)	This paper describes how neural networks work and gives insight into their architecture. Convolution Neural Networks are described in more detail because they were used for this paper. A convolutional and fully-connected layer is described in detail. This paper describes the system for recognizing and classifying images, YOLO (you only look once). After the theoretical introduction, it was stated how to use the system and demonstrated examples derived from the testing of neural network. The pictures show how good the classification is but also the mistakes and difficulties faced by the system.
Keywords
Keywords (english)
Language	croatian
URN:NBN	urn:nbn:hr:168:700297
Study programme	Title: 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 resource	Text
File origin	Born digital
Access conditions	Closed access
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Repository	FER Repository
Created on	2020-01-07 20:04:58