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undergraduate thesis
Sustav za raspoznavanje rukom pisanih znakova
Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing, 2015. urn:nbn:hr:168:481397
Boroš, Domagoj
University of Zagreb
Faculty of Electrical Engineering and Computing

Institutional repository: FER Repository

Cite this document

Boroš, D. (2015). Sustav za raspoznavanje rukom pisanih znakova (Undergraduate thesis). Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing. Retrieved from https://urn.nsk.hr/urn:nbn:hr:168:481397

Boroš, Domagoj. "Sustav za raspoznavanje rukom pisanih znakova." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2015. https://urn.nsk.hr/urn:nbn:hr:168:481397

Boroš, Domagoj. "Sustav za raspoznavanje rukom pisanih znakova." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2015. https://urn.nsk.hr/urn:nbn:hr:168:481397

Boroš, D. (2015). 'Sustav za raspoznavanje rukom pisanih znakova', Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, accessed 20 May 2024, https://urn.nsk.hr/urn:nbn:hr:168:481397

Boroš D. Sustav za raspoznavanje rukom pisanih znakova [Undergraduate thesis]. Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing; 2015 [cited 2024 May 20] Available at: https://urn.nsk.hr/urn:nbn:hr:168:481397

D. Boroš, "Sustav za raspoznavanje rukom pisanih znakova", Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, Zagreb, 2015. Available at: https://urn.nsk.hr/urn:nbn:hr:168:481397

Metadata
TitleSustav za raspoznavanje rukom pisanih znakova
Title (english)System for handwritten character recognition
AuthorDomagoj Boroš
MentorZoran Kalafatić (mentor)
Committee memberZoran Kalafatić (predsjednik povjerenstva)
Committee memberAlan Jović (član povjerenstva)
Committee memberZvonimir Pavlić (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
Rad prikazuje primjenu umjetnih neuronskih mreža u sustavima za raspoznavanje rukom pisanih znakova. Za primjer konkretnog sustava koristi se sustav za raspoznavanje rukom pisanih znamenki. Kroz teoretski i praktični prikaz rad prikazuje način rada, dobre strane, probleme i nedostatke takvih sustava. Rad prikazuje primjenu umjetnih neuronskih mreža i konvolucijskih neuronskih mreža te ističe njihovu razliku. Uz rad je objašnjeno kako koristiti radne okvire koji su korišteni u prikazanim primjerima. U sklopu rada sakupljen je popis rukom pisanih matičnih brojeva od strane studenata Fakulteta elektrotehnike i računarstva na kolegiju Skriptni jezici. Nad tim popisom napravljena su testiranja naučene mreže te su prikazani i objašnjeni rezultati.
Abstract (english)
The thesis presents the application of artificial neural networks in systems for recognizing handwritten characters. As a particular system a system for recognizing handwritten digits is used. Through theoretical and practical presentation the thesis shows the strengths, problems and shortcomings of such systems. The thesis presents the application of artificial neural networks and the convolutional neural networks and emphasizes the difference. The usage of the used frameworks in the examples is explained. As a part of this thesis a list of handwritten student identification numbers was collected from the students of the Faculty of Electrical Engineering and Computing in the class of Scripting languages. A trained network was tested on this list. Results where presented and explained.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:168:481397
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 07:58:03