Detekcija emocija učenika na temelju položaja tijela

undergraduate thesis

• Title (english): Emotion Detection of Pupils Based on Body Position
• Author: Ivan Bagarić
• Mentor: Ana Sović Kržić (mentor)
• Committee member: Ana Sović Kržić (predsjednik povjerenstva)
• Committee member: Liljana Pushkar (član povjerenstva)
• Committee member: Ivana Storjak (član povjerenstva)
• Granter: University of Zagreb; Faculty of Electrical Engineering and Computing; Zagreb
• Defense date and country: 2020-08-24, Croatia
• Scientific / art field, discipline and subdiscipline: TECHNICAL SCIENCES; Computing

Abstract

Nastavnici koriste mnoge kreativne pristupe poučavanju kako bi postigli maksimum znanja uz maksimalno ugodno učenje. Postignuto znanje se mjeri testovima, no ne postoji mjera koja opisuje ugodu učenja. U okviru rada korištene su video snimke kao i metode dubokog učenja kako bi se izmjerila ugoda za vrijeme nastavnog sata.

Abstract (english)

Professors are applying various creative ways of teaching in order to get the best out of their students without a lot of stress.
Obtained knowledge will be measured through various exams, however, what we miss is an exam to measure students' comfort and pleasure while studying.
We used videos and different methods of deep learning to measure the students' comfort when present in class.

• Keywords: strojno učenje; umjetna inteligencija; računalni vid; duboko učenje; umjetne neuronske mreže; duboke neuronske mreže; klasifikacija podataka; ručno labeliranje podataka; openCV; python; imageai
• Keywords (english): machine learning; artificial intelligence; computer vision; deep learning; artificial neural networks; deep neural networks; data classification; data labeling; openCV; python; imageai
• Language: croatian
• URN:NBN: urn:nbn:hr:168:465871
• 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: 2023-01-13 14:24:49