prikaz prve stranice dokumenta Analiza značajki glasanja dupina korištenjem toplinske karte
No public access
undergraduate thesis
Analiza značajki glasanja dupina korištenjem toplinske karte
Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing, 2024. urn:nbn:hr:168:982942
Jerinić, Jurica
University of Zagreb
Faculty of Electrical Engineering and Computing

Institutional repository: FER Repository

Cite this document

Jerinić, J. (2024). Analiza značajki glasanja dupina korištenjem toplinske karte (Undergraduate thesis). Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing. Retrieved from https://urn.nsk.hr/urn:nbn:hr:168:982942

Jerinić, Jurica. "Analiza značajki glasanja dupina korištenjem toplinske karte." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2024. https://urn.nsk.hr/urn:nbn:hr:168:982942

Jerinić, Jurica. "Analiza značajki glasanja dupina korištenjem toplinske karte." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2024. https://urn.nsk.hr/urn:nbn:hr:168:982942

Jerinić, J. (2024). 'Analiza značajki glasanja dupina korištenjem toplinske karte', Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, accessed 25 November 2024, https://urn.nsk.hr/urn:nbn:hr:168:982942

Jerinić J. Analiza značajki glasanja dupina korištenjem toplinske karte [Undergraduate thesis]. Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing; 2024 [cited 2024 November 25] Available at: https://urn.nsk.hr/urn:nbn:hr:168:982942

J. Jerinić, "Analiza značajki glasanja dupina korištenjem toplinske karte", Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, Zagreb, 2024. Available at: https://urn.nsk.hr/urn:nbn:hr:168:982942

Metadata
TitleAnaliza značajki glasanja dupina korištenjem toplinske karte
Title (english)Understanding the features of dolphins whistles through heat maps
AuthorJurica Jerinić
MentorNikola Mišković (mentor)
Committee memberNikola Mišković (član povjerenstva)
Committee memberRoee Diamant (član povjerenstva)
Committee memberĐula Nađ (član povjerenstva)
GranterUniversity of Zagreb
Faculty of Electrical Engineering and Computing
Zagreb
Defense date and country2024-09-06, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Computing
Abstract
Ovaj završni rad fokusira se na analizu značajki glasanja dupina korištenjem toplinskih karata. Cilj rada je istražiti i primijeniti toplinske karte za vizualizaciju i detekciju zvižduka dupina putem neuronskih mreža, posebno VGG16 modela. Spektrogrami zvižduka tretirani su kao RGB slike, omogućujući precizno prepoznavanje strukture glasanja. Rad detaljno opisuje proces prikupljanja i obrade akustičnih podataka, razvoj i obuku modela, te generiranje i interpretaciju Grad-CAM toplinskih karata. Rezultati predstavljaju značajan korak prema unapređenju detekcije i razumijevanja glasanja dupina, pružajući temelj za daljnja istraživanja
Abstract (english)
This thesis focuses on the analysis of dolphin vocalization features using heat maps. The aim of the study is to explore and apply heat maps for the visualization and detection of dolphin whistles through neural networks, specifically the VGG16 model. Whistle spectrograms are treated as RGB images, allowing for precise recognition of vocalization structures. The thesis details the process of collecting and processing acoustic data, developing and training the model, and generating and interpreting Grad-CAM heat maps. The results represent a significant step towards improving the detection and understanding of dolphin vocalizations, providing a foundation for further research.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:168:982942
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 20:56:41