Aplikacija za učenje o emocijama korištenjem raspoznavanja emocija

master's thesis

• Title (english): Emotional Education Application Using Emotion Recognition
• Author: Petra Zanetti
• Mentor: Igor Sunday Pandžić (mentor)
• Committee member: Igor Sunday Pandžić (predsjednik povjerenstva)
• Committee member: Mirko Sužnjević (član povjerenstva)
• Committee member: Krešimir Matković (član povjerenstva)
• Granter: University of Zagreb; Faculty of Electrical Engineering and Computing; Zagreb
• Defense date and country: 2023-02-15, Croatia
• Scientific / art field, discipline and subdiscipline: TECHNICAL SCIENCES; Computing

Abstract

Ljudi su emotivna bića i osjećaji igraju važnu ulogu u našim postupcima i odlukama. Zbog važnosti emocija za odnose s drugim ljudima sve je više pokušaja obrazovanja školske djece s ciljem podizanja njihove svijesti o važnosti i ulozi osjećaja u svakodnevnom životu. S druge strane, postoji rizik da djeca ovu temu percipiraju kao nešto nepotrebno i dosadno, te je poželjno pridobiti njihovu pozornost putem zabavnih sadržaja. Iz tog razloga osmišljena je, implementirana i testirana edukativna aplikacija namijenjena djeci predškolske dobi za učenje o emocijama. U aplikaciji su korišteni algoritmi raspoznavanja emocija iz slike lica temeljeni na računalnom vidu koji su u stanju raspoznati šest tzv. osnovnih emocija poznatih iz psihologije: ljutnju, iznenađenje, gađenje, radost, strah i tugu.

Abstract (english)

People are emotional beings and feelings play an important role in our actions and decisions. Because of the importance of emotions for relationships with other people, there are many attempts to educate school children with the aim of raising their awareness of the importance and role of feelings in everyday life. On the other hand, there is a risk that children perceive this topic as something unnecessary and boring, and it is desirable to gain their attention through entertaining content. For this reason, an educational application designed for preschool children to learn about emotions was designed, implemented and tested. The application uses computer vision-based emotion recognition algorithms from facial images that are able to recognize six so-called basic emotions known from psychology: anger, surprise, disgust, joy, fear and sadness.

• Keywords: web aplikacija za djecu; osnovne emocije; raspoznavanje emocija; VisageSDK; React; NestJS
• Keywords (english): web application for children; basic emotions; emotion recognition; VisageSDK; React; NestJS
• Language: croatian
• URN:NBN: urn:nbn:hr:168:035738
• Study programme: Title: Computing; Study programme type: university; Study level: graduate; Academic / professional title: magistar/magistra inženjer/inženjerka računarstva (magistar/magistra inženjer/inženjerka računarstva)
• Type of resource: Text
• File origin: Born digital
• Access conditions: Closed access
• Created on: 2023-07-13 10:41:11