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undergraduate thesis
Raspoznavanje objekata konvolucijskim neuronskim mrežama
Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing, 2015. urn:nbn:hr:168:873671
Smolčić, Dario
University of Zagreb
Faculty of Electrical Engineering and Computing

Institutional repository: FER Repository

Cite this document

Smolčić, D. (2015). Raspoznavanje objekata konvolucijskim neuronskim mrežama (Undergraduate thesis). Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing. Retrieved from https://urn.nsk.hr/urn:nbn:hr:168:873671

Smolčić, Dario. "Raspoznavanje objekata konvolucijskim neuronskim mrežama." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2015. https://urn.nsk.hr/urn:nbn:hr:168:873671

Smolčić, Dario. "Raspoznavanje objekata konvolucijskim neuronskim mrežama." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2015. https://urn.nsk.hr/urn:nbn:hr:168:873671

Smolčić, D. (2015). 'Raspoznavanje objekata konvolucijskim neuronskim mrežama', Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, accessed 22 November 2024, https://urn.nsk.hr/urn:nbn:hr:168:873671

Smolčić D. Raspoznavanje objekata konvolucijskim neuronskim mrežama [Undergraduate thesis]. Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing; 2015 [cited 2024 November 22] Available at: https://urn.nsk.hr/urn:nbn:hr:168:873671

D. Smolčić, "Raspoznavanje objekata konvolucijskim neuronskim mrežama", Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, Zagreb, 2015. Available at: https://urn.nsk.hr/urn:nbn:hr:168:873671

Metadata
TitleRaspoznavanje objekata konvolucijskim neuronskim mrežama
Title (english)Object recognition with convolutional neural networks
AuthorDario Smolčić
MentorSiniša Šegvić (mentor)
Committee memberSiniša Šegvić (predsjednik povjerenstva)
Committee memberMladen Karan (član povjerenstva)
Committee memberGoran Glavaš (član povjerenstva)
GranterUniversity of Zagreb
Faculty of Electrical Engineering and Computing
Zagreb
Defense date and country2015-07-13, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Computing
Abstract
U ovom radu je prikazan način rada dubokih neuronskih mreža sa naglaskom na konvolucijske mreže. Razvijena je implementacija konvolucijske neuronske mreže za računala opće namjene i opisan je postupak učenja mreže algoritmom backpropagation. Mreža je trenirana i vrednovana na skupu rukom pisanih znamenki MNIST. Na kraju su prikazani i opisani dobiveni rezultati te su analizirane karakteristike i učinak naučene mreže.
Abstract (english)
In this work an overview of deep neural networks was made with emphasis on convolutional neural networks. Program implementation of convolutional neural network was developed for general purpose computers. Learning algorithm backpropagation was explained and developed. The network was trained and evaluated on the MNIST database of handwritten digits. In the end evaluation results were shown and networks characteristics and performance was analyzed.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:168:873671
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 on2018-02-06 11:49:53