prikaz prve stranice dokumenta Sustav računalnog vida za detekciju lica
No public access
undergraduate thesis
Sustav računalnog vida za detekciju lica
Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing, 2022. urn:nbn:hr:168:083539
Dugonjevac, Dario
University of Zagreb
Faculty of Electrical Engineering and Computing

Institutional repository: FER Repository

Cite this document

Dugonjevac, D. (2022). Sustav računalnog vida za detekciju lica (Undergraduate thesis). Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing. Retrieved from https://urn.nsk.hr/urn:nbn:hr:168:083539

Dugonjevac, Dario. "Sustav računalnog vida za detekciju lica." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2022. https://urn.nsk.hr/urn:nbn:hr:168:083539

Dugonjevac, Dario. "Sustav računalnog vida za detekciju lica." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2022. https://urn.nsk.hr/urn:nbn:hr:168:083539

Dugonjevac, D. (2022). 'Sustav računalnog vida za detekciju lica', Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, accessed 25 November 2024, https://urn.nsk.hr/urn:nbn:hr:168:083539

Dugonjevac D. Sustav računalnog vida za detekciju lica [Undergraduate thesis]. Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing; 2022 [cited 2024 November 25] Available at: https://urn.nsk.hr/urn:nbn:hr:168:083539

D. Dugonjevac, "Sustav računalnog vida za detekciju lica", Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, Zagreb, 2022. Available at: https://urn.nsk.hr/urn:nbn:hr:168:083539

Metadata
TitleSustav računalnog vida za detekciju lica
Title (english)Computer Vision System for Face Detection
AuthorDario Dugonjevac
MentorSven Lončarić (mentor)
Committee memberSven Lončarić (predsjednik povjerenstva)
Committee memberLuka Posilović (član povjerenstva)
Committee memberDonik Vršnak (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
Prepoznavanje lica danas ljudima nije nepoznat pojam. To je proces uspoređivanja karakteristika lica. No, kako se dolazi do tih karakteristika? Jedan od odgovora su neuronske mreže. Neuronske mreže su sustav „neurona“ koji oponašaju ljudske neurone i ljudsko razmišljanje. U ovome radu opisana je metoda stvaranja jedne vrste neuronskih mreža, sijamske neuronske mreže. Uz to, prikazani su različiti parametri i hiperparametri, kao i njihove prednosti i nedostatci. Osim toga, prikazani su rezultati stvaranja 3 različita modela s različitim skupovima podataka, te različitim hiperparametrima.
Abstract (english)
Face recognition is well known concept these days. It is a facial features comparing process. But how do you get these characteristics? One of the answers is neural networks. Neural networks are a set of „neurons“ which mimic the habits of human neurons. This paper describes a method of creating one type of neural network, the Siamese neural network. In addition, various parameters and hyperparameters are presented, as well as their advantages and disadvantages. Besides that, the results of creating 3 different models with different dana sets and different hyperparameters are presented.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:168:083539
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
Access conditionsClosed access
Terms of useLicence In copyright icon
Public note
Created on2023-01-15 10:02:34