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undergraduate thesis
Sustav za detekciju i praćenje dlana
Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing, 2022. urn:nbn:hr:168:553185
Glogar, Lovro
University of Zagreb
Faculty of Electrical Engineering and Computing

Institutional repository: FER Repository

Cite this document

Glogar, L. (2022). Sustav za detekciju i praćenje dlana (Undergraduate thesis). Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing. Retrieved from https://urn.nsk.hr/urn:nbn:hr:168:553185

Glogar, Lovro. "Sustav za detekciju i praćenje dlana." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2022. https://urn.nsk.hr/urn:nbn:hr:168:553185

Glogar, Lovro. "Sustav za detekciju i praćenje dlana." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2022. https://urn.nsk.hr/urn:nbn:hr:168:553185

Glogar, L. (2022). 'Sustav za detekciju i praćenje dlana', Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, accessed 22 November 2024, https://urn.nsk.hr/urn:nbn:hr:168:553185

Glogar L. Sustav za detekciju i praćenje dlana [Undergraduate thesis]. Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing; 2022 [cited 2024 November 22] Available at: https://urn.nsk.hr/urn:nbn:hr:168:553185

L. Glogar, "Sustav za detekciju i praćenje dlana", Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, Zagreb, 2022. Available at: https://urn.nsk.hr/urn:nbn:hr:168:553185

Metadata
TitleSustav za detekciju i praćenje dlana
Title (english)System for hand detection and tracking
AuthorLovro Glogar
MentorZoran Kalafatić (mentor)
Committee memberZoran Kalafatić (predsjednik povjerenstva)
Committee memberZorana Doždor (član povjerenstva)
Committee memberIgor Stančin (član povjerenstva)
GranterUniversity of Zagreb
Faculty of Electrical Engineering and Computing
Zagreb
Defense date and country2022-07-01, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Computing
Abstract
Rad daje kratak uvod u strojno učenje, posebice umjetne neuronske mreže. Predstavlja duboko učenje i neke od dubokih modela korištenih za razvoj sustava za detekciju dlana. Opisan je postupak prikupljanja i pripreme skupa podataka korištenog za treniranje modela. Iskazan je postupak treniranja dubokih modela koji se služi Tensorflow Object Detection aplikacijskim programskim sučeljem te su predstavljeni rezultati svakog modela.
Abstract (english)
This work gives a brief introduction into machine learning, especially artificial neural networks. It represents deep learning and some deep models used to develop the hand detection system. It describes the process of collecting and preparing the dataset used for model training. The procedure of deep model training using the Tensorflow Object Detection application programming interface is presented, and the results of each model are presented.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:168:553185
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 10:11:43