Prepoznavanje ljudskih aktivnosti u proizvodnim sustavima upotrebom umjetne inteligencije

master's thesis

• Title (english): Recognition of human activities in production systems using artifical intelligence
• Author: Mario Leljak
• Mentor: Miro Hegedić (mentor)
• Granter: University of Zagreb; Faculty of Mechanical Engineering and Naval Architecture; Zagreb
• Defense date and country: 2021-12-16, Croatia
• Scientific / art field, discipline and subdiscipline: TECHNICAL SCIENCES; Mechanical Engineering

Abstract

Tema ovog diplomskog rada je primjena umjetne inteligencije u proizvodnim sustavima. Industrija 4.0 dovela je revoluciju u industriju proizvodnje, a umjetna inteligencija ima potencijal u budućnosti transformirati postupak proizvodnje. Poseban naglasak stavljen je na prepoznavanje ljudskih aktivnosti u proizvodnim procesima primjenom strojnog učenja i dubokog učenja. Takav postupak detaljno je objašnjen u praktičnom dijelu rada gdje se testira postojeći model korištenjem realnih podataka iz proizvodnje.

Abstract (english)

The topic of this master thesis is the application of artificial intelligence in production systems. Industry 4.0 has brought a revolution to the manufacturing industry, and artificial intelligence has the potential to transform the manufacturing process in the future. A special focus is on recognizing human activities in production processes using machine learning and deep learning tools. Such a procedure is explained in detail in the practical part of the thesis where the existing model is tested using real data from production.

• Keywords: umjetna inteligencija; industrija 4.0; strojno učenje; duboko učenje; prepoznavanje ljudskih aktivnosti
• Keywords (english): artificial intelligence; industry 4.0; machine learning; deep learning; human activity recognition
• Language: croatian
• URN:NBN: urn:nbn:hr:235:650299
• Study programme: Title: Mechanical Engineering; Study programme type: university; Study level: graduate; Academic / professional title: magistar/magistra inženjer/inženjerka strojarstva (magistar/magistra inženjer/inženjerka strojarstva)
• Type of resource: Text
• File origin: Born digital
• Access conditions: Open access
• Created on: 2021-12-01 22:42:09