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undergraduate thesis
Prepoznavanje znakova primjenom neuronskih mreža
Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing, 2021. urn:nbn:hr:168:082938
Papak, Alen
University of Zagreb
Faculty of Electrical Engineering and Computing

Institutional repository: FER Repository

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Papak, A. (2021). Prepoznavanje znakova primjenom neuronskih mreža (Undergraduate thesis). Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing. Retrieved from https://urn.nsk.hr/urn:nbn:hr:168:082938

Papak, Alen. "Prepoznavanje znakova primjenom neuronskih mreža." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2021. https://urn.nsk.hr/urn:nbn:hr:168:082938

Papak, Alen. "Prepoznavanje znakova primjenom neuronskih mreža." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2021. https://urn.nsk.hr/urn:nbn:hr:168:082938

Papak, A. (2021). 'Prepoznavanje znakova primjenom neuronskih mreža', Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, accessed 25 August 2024, https://urn.nsk.hr/urn:nbn:hr:168:082938

Papak A. Prepoznavanje znakova primjenom neuronskih mreža [Undergraduate thesis]. Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing; 2021 [cited 2024 August 25] Available at: https://urn.nsk.hr/urn:nbn:hr:168:082938

A. Papak, "Prepoznavanje znakova primjenom neuronskih mreža", Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, Zagreb, 2021. Available at: https://urn.nsk.hr/urn:nbn:hr:168:082938

Metadata
TitlePrepoznavanje znakova primjenom neuronskih mreža
Title (english)Recognition of Symbols Using Neural Networks
AuthorAlen Papak
MentorGoran Delač (mentor)
Committee memberGoran Delač (predsjednik povjerenstva)
Committee memberAdrian Satja Kurdija (član povjerenstva)
Committee memberDavor Vukadin (član povjerenstva)
GranterUniversity of Zagreb
Faculty of Electrical Engineering and Computing
Zagreb
Defense date and country2021-07-05, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Computing
Abstract
U ovom radu opisane su umjetne neuronske mreže, konvolucijske neuronske mreže i osnovni pojmovi vezani uz iste. Uz rad je razvijena konvolucijska neuronska mreža za prepoznavanje rukom pisanih brojki i velikih slova engleske abecede. Mreža je učena na primjerima iz baze rukom pisanih znakova NIST Special Database 19. Skup primjera je prije korištenja prošao predobradu. Razvijeno je i grafičko korisničko sučelje za klasifikaciju znakova. Na kraju su opisani rezultati ispitivanja neuronske mreže.
Abstract (english)
This work describes artificial neural networks, convolutional neural networks and basic concepts related to them. As a part of this work, a convolutional neural network for classification of handwritten digits and capital letters of English alphabet is made. Network is trained on examples from handwritten character base NIST Special Database 19. Dataset underwent preprocessing before usage. A graphical user interface for classification of symbols was developed. In the end the results of neural network testing were described.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:168:082938
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 10:57:44