prikaz prve stranice dokumenta Detekcija i praćenje kretanja igrača u videozapisima sportskih utakmica
No public access
undergraduate thesis
Detekcija i praćenje kretanja igrača u videozapisima sportskih utakmica
Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing, 2024. urn:nbn:hr:168:353634
Pongrac, Marko
University of Zagreb
Faculty of Electrical Engineering and Computing

Institutional repository: FER Repository

Cite this document

Pongrac, M. (2024). Detekcija i praćenje kretanja igrača u videozapisima sportskih utakmica (Undergraduate thesis). Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing. Retrieved from https://urn.nsk.hr/urn:nbn:hr:168:353634

Pongrac, Marko. "Detekcija i praćenje kretanja igrača u videozapisima sportskih utakmica." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2024. https://urn.nsk.hr/urn:nbn:hr:168:353634

Pongrac, Marko. "Detekcija i praćenje kretanja igrača u videozapisima sportskih utakmica." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2024. https://urn.nsk.hr/urn:nbn:hr:168:353634

Pongrac, M. (2024). 'Detekcija i praćenje kretanja igrača u videozapisima sportskih utakmica', Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, accessed 14 January 2025, https://urn.nsk.hr/urn:nbn:hr:168:353634

Pongrac M. Detekcija i praćenje kretanja igrača u videozapisima sportskih utakmica [Undergraduate thesis]. Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing; 2024 [cited 2025 January 14] Available at: https://urn.nsk.hr/urn:nbn:hr:168:353634

M. Pongrac, "Detekcija i praćenje kretanja igrača u videozapisima sportskih utakmica", Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, Zagreb, 2024. Available at: https://urn.nsk.hr/urn:nbn:hr:168:353634

Metadata
TitleDetekcija i praćenje kretanja igrača u videozapisima sportskih utakmica
Title (english)Detection and tracking of players in video sequences of sport matches
AuthorMarko Pongrac
MentorTomislav Hrkać (mentor)
Committee memberTomislav Hrkać (predsjednik povjerenstva)
Committee memberJosip Šarić (član povjerenstva)
Committee memberZorana Doždor (član povjerenstva)
GranterUniversity of Zagreb
Faculty of Electrical Engineering and Computing
Zagreb
Defense date and country2024-07-10, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Computing
Abstract
U završnom radu opisan je proces izrade sustava za detekciju i praćenje igrača na videozapisima košarkaških utakmica, odnosno detekciju i praćenje nekoliko objekata na videozapisu. Opisane su korištene tehnologije te način na koji one tvore jednu cjelinu za praćenje igrača u stvarnom vremenu. Prikazana je priprema podatkovnog skupa za treniranje modela YOLOv8n te dobivene metrike i rezultati modela. Detektirani igrači dalje se prate računanjem euklidskih udaljenosti na dvije uzastopne slike. Sustav uspješno detektira i prati igrače na videozapisu, ali bi se sustav možda mogao poboljšati korištenjem drugih metoda praćenja.
Abstract (english)
This undergraduate thesis describes the process of building a system designed for detecting and tracking basketball players in video footages of basketball games, in other words, detecting and tracking multiple objects in a video file. Used technologies and way in which they form a functional system are described. Preparation of own dataset for YOLOv8n model trainging and trained model metrics are presented. Detected players are tracked on video by calculating the euclidean distance between objects on two consecutive frames. The system is sucsessfully detecting and tracking basketball players on video files, but better results may be achieved by using the different object tracking methods.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:168:353634
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 on2024-10-12 21:53:55