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master's thesis
Računalni model za klasifikaciju i brojanje sklekova
Zagreb: University of Zagreb, Faculty of Mechanical Engineering and Naval Architecture, 2023. urn:nbn:hr:235:022490
Njirić, Ana
University of Zagreb
Faculty of Mechanical Engineering and Naval Architecture

Institutional repository: Repository of Faculty of Mechanical Engineering and Naval Architecture University of Zagreb

Cite this document

Njirić, A. (2023). Računalni model za klasifikaciju i brojanje sklekova (Master's thesis). Zagreb: University of Zagreb, Faculty of Mechanical Engineering and Naval Architecture. Retrieved from https://urn.nsk.hr/urn:nbn:hr:235:022490

Njirić, Ana. "Računalni model za klasifikaciju i brojanje sklekova." Master's thesis, University of Zagreb, Faculty of Mechanical Engineering and Naval Architecture, 2023. https://urn.nsk.hr/urn:nbn:hr:235:022490

Njirić, Ana. "Računalni model za klasifikaciju i brojanje sklekova." Master's thesis, University of Zagreb, Faculty of Mechanical Engineering and Naval Architecture, 2023. https://urn.nsk.hr/urn:nbn:hr:235:022490

Njirić, A. (2023). 'Računalni model za klasifikaciju i brojanje sklekova', Master's thesis, University of Zagreb, Faculty of Mechanical Engineering and Naval Architecture, accessed 19 December 2024, https://urn.nsk.hr/urn:nbn:hr:235:022490

Njirić A. Računalni model za klasifikaciju i brojanje sklekova [Master's thesis]. Zagreb: University of Zagreb, Faculty of Mechanical Engineering and Naval Architecture; 2023 [cited 2024 December 19] Available at: https://urn.nsk.hr/urn:nbn:hr:235:022490

A. Njirić, "Računalni model za klasifikaciju i brojanje sklekova", Master's thesis, University of Zagreb, Faculty of Mechanical Engineering and Naval Architecture, Zagreb, 2023. Available at: https://urn.nsk.hr/urn:nbn:hr:235:022490

Metadata
TitleRačunalni model za klasifikaciju i brojanje sklekova
Title (english)Computational model for classification and counting of push-ups
AuthorAna Njirić
MentorTomislav Stipančić (mentor)
GranterUniversity of Zagreb
Faculty of Mechanical Engineering and Naval Architecture
Zagreb
Defense date and country2023-12-07, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Mechanical Engineering
Abstract
Računalni vid se svojim razvojem proširio i na korištenje za praćenje napretka u treningu. U ovom radu izrađen je računalni model za klasifikaciju i automatsko brojanje sklekova u Python programskom jeziku koristeći MediaPipe biblioteku. Prije izrade modela teorijski će te biti upoznati s procjenom ljudskog položaja pomoću računalnog vida. Programski kôd prikazuje tu procjenu u 2D prikazu i prebrojava sklekove. Nakon što se model evaluira na tri primjera, rezultati su analizirani i prikazani načini za poboljšanje rada.
Abstract (english)
The field of computer vision has expanded its scope to include tracking progress in training. In this paper, a computer model was developed for push-up classification and automatic counting using the Python programming language and the MediaPipe library. Before creating the model, you will be introduced with the theoretical aspects of human pose estimation using computer vision. The code displays this estimation in a 2D view and counts the push-ups. After evaluating the model on three examples, the results are analyzed, and methods for improving performance are presented.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:235:022490
Study programmeTitle: Mechanical Engineering
Study programme type: university
Study level: graduate
Academic / professional title: magistar/magistra inženjer/inženjerka strojarstva (magistar/magistra inženjer/inženjerka strojarstva)
Type of resourceText
File originBorn digital
Access conditionsOpen access
Terms of useLicence Attribution 4.0 International (CC BY 4.0) icon
Created on2023-12-04 11:12:20