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undergraduate thesis
Sustav za detekciju karakterističnih točaka lica
Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing, 2023. urn:nbn:hr:168:922778
Polanec, Toni
University of Zagreb
Faculty of Electrical Engineering and Computing

Institutional repository: FER Repository

Cite this document

Polanec, T. (2023). Sustav za detekciju karakterističnih točaka lica (Undergraduate thesis). Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing. Retrieved from https://urn.nsk.hr/urn:nbn:hr:168:922778

Polanec, Toni. "Sustav za detekciju karakterističnih točaka lica." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2023. https://urn.nsk.hr/urn:nbn:hr:168:922778

Polanec, Toni. "Sustav za detekciju karakterističnih točaka lica." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2023. https://urn.nsk.hr/urn:nbn:hr:168:922778

Polanec, T. (2023). 'Sustav za detekciju karakterističnih točaka lica', Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, accessed 25 November 2024, https://urn.nsk.hr/urn:nbn:hr:168:922778

Polanec T. Sustav za detekciju karakterističnih točaka lica [Undergraduate thesis]. Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing; 2023 [cited 2024 November 25] Available at: https://urn.nsk.hr/urn:nbn:hr:168:922778

T. Polanec, "Sustav za detekciju karakterističnih točaka lica", Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, Zagreb, 2023. Available at: https://urn.nsk.hr/urn:nbn:hr:168:922778

Metadata
TitleSustav za detekciju karakterističnih točaka lica
Title (english)System for facial keypoints detection
AuthorToni Polanec
MentorTomislav Hrkać (mentor)
Committee memberTomislav Hrkać (predsjednik povjerenstva)
Committee memberEda Jovičić (član povjerenstva)
Committee memberVjeko Kužina (član povjerenstva)
GranterUniversity of Zagreb
Faculty of Electrical Engineering and Computing
Zagreb
Defense date and country2023-07-03, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Computing
Abstract
U ovom radu opisan je cijeli proces treniranja modela za detekciju karakterističnih točaka lica. Opisani su procesi manipulacije ulaznog skupa podataka. Opisana je arhitektura i najbitniji dijelovi konvolucijske neuronske mreže. Prikazano je treniranje modela i objašnjeni parametri treniranja. Uz rad izrađen je i programski kod koji prolazi kroz svaki korak opisan u radu. Na samom kraju prikazani su dobiveni rezultati treniranja.
Abstract (english)
This work describes the entire process of training a model for facial landmark detection. It describes the processes of manipulating the input dataset. Explains the architecture and the most important components of the convolutional neural network. The training of the model is demonstrated, and the training parameters are explained. In addition to the paper, a source code is provided and goes through each step described in the paper. The obtained training results are presented at the end.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:168:922778
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 on2023-10-11 10:11:23