Usporedba programskih rješenja za raspoznavanje emocija iz izraza lica

undergraduate thesis

• Title (english): Comparison of software for estimation recognition from facial expressions
• Author: Sven Nekić
• Mentor: Marko Horvat (mentor)
• Committee member: Marko Horvat (predsjednik povjerenstva)
• Committee member: Marina Bagić Babac (član povjerenstva)
• Committee member: Kristijan Poje (član povjerenstva)
• Granter: University of Zagreb; Faculty of Electrical Engineering and Computing; Zagreb
• Defense date and country: 2022-07-15, Croatia
• Scientific / art field, discipline and subdiscipline: TECHNICAL SCIENCES; Computing

Abstract

U ovom radu predstavljeno je nekoliko programskih rješenja za raspoznavanje
emocija iz izraza lica. Oba rade na vrlo razlicite načine te je njihova usporedba pokazala nedostatke, no i velik potencijal. Takoder se pokazalo da je uzeti računalni algoritam kao temeljnu istinu manjkavo rješenje.

Abstract (english)

In this work multiple API-s for emotion classification using a person’s facial features were presented. They both work in very different ways; thereby showing their flaws, but also their potential. It has also been shown that a computer algorithm as the
ground truth is a lacking solution.

• Keywords: strojno učenje; klasifikacija emocija; raspoznavanje emocija; API; Microsoft; TensorFlow; Google; LabelImg
• Keywords (english): machine learning; emotion classification; emotion recognition; API; Microsoft; TensorFlow; Google; LabelImg
• Language: croatian
• URN:NBN: urn:nbn:hr:168:862751
• Study programme: Title: 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 resource: Text
• File origin: Born digital
• Access conditions: Closed access
• Created on: 2025-02-25 13:42:02