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master's thesis
Određivanje poze osoba temeljeno na dubokom učenju
Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing, 2018. urn:nbn:hr:168:400948
Sitnik, Dario
University of Zagreb
Faculty of Electrical Engineering and Computing

Institutional repository: FER Repository

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Sitnik, D. (2018). Određivanje poze osoba temeljeno na dubokom učenju (Master's thesis). Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing. Retrieved from https://urn.nsk.hr/urn:nbn:hr:168:400948

Sitnik, Dario. "Određivanje poze osoba temeljeno na dubokom učenju." Master's thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2018. https://urn.nsk.hr/urn:nbn:hr:168:400948

Sitnik, Dario. "Određivanje poze osoba temeljeno na dubokom učenju." Master's thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2018. https://urn.nsk.hr/urn:nbn:hr:168:400948

Sitnik, D. (2018). 'Određivanje poze osoba temeljeno na dubokom učenju', Master's thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, accessed 20 May 2024, https://urn.nsk.hr/urn:nbn:hr:168:400948

Sitnik D. Određivanje poze osoba temeljeno na dubokom učenju [Master's thesis]. Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing; 2018 [cited 2024 May 20] Available at: https://urn.nsk.hr/urn:nbn:hr:168:400948

D. Sitnik, "Određivanje poze osoba temeljeno na dubokom učenju", Master's thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, Zagreb, 2018. Available at: https://urn.nsk.hr/urn:nbn:hr:168:400948

Metadata
TitleOdređivanje poze osoba temeljeno na dubokom učenju
Title (english)Human Pose Estimation Based on Deep Learning
AuthorDario Sitnik
MentorZoran Kalafatić (mentor)
Committee memberZoran Kalafatić (predsjednik povjerenstva)
Committee memberTomislav Hrkać (član povjerenstva)
Committee memberSiniša Šegvić (član povjerenstva)
GranterUniversity of Zagreb
Faculty of Electrical Engineering and Computing
Zagreb
Defense date and country2018-07-17, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Computing
Abstract
Jedan od vrlo važnih zadataka u području računalnog vida je određivanje poze osobe iz slika. U okviru ovog rada predstavljena su dosadašnja istraživanja na tu temu. Odabran je prikladan model te se pristupilo implementaciji. Budući da modelu trebaju podatci na kojima će se učiti, provjeravati i ispitivati, potrebno je pretprocesirati ulazne podatke. Nakon procesa učenja slijedi optimizacija hiperparametara modela te, konačno, evaluacija.
Abstract (english)
One of the very important tasks in computer vision field is human pose estimation from images. Previous research on the subject has been presented within this thesis. After the research, a suitable model was chosen and implemented. It was necessary to preprocess the input data since the model needs data for training, validation and testing. The learning process is followed by the optimization of model's hyperparameters. Finally, the implemented model was evaluated on the testing dataset.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:168:400948
Study programmeTitle: Computing
Study programme type: university
Study level: graduate
Academic / professional title: magistar/magistra inženjer/inženjerka računarstva (magistar/magistra inženjer/inženjerka računarstva)
Type of resourceText
File originBorn digital
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Created on2019-03-14 00:44:00