Title Dirbtinio intelekto metodų tyrimas, siekiant aptikti išsiskiriančius vairavimo atvejus iš vaizdo kamerų medžiagos /
Translation of Title Research of machine learning methods for detection of exceptional driving in video materials.
Authors Melaika, Paulius
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Pages 92
Keywords [eng] artificial intelligence ; image recognition ; lane detection ; fuzzy logic ; exceptional driving
Abstract [eng] Exceptional Driving Detection System is presented in this thesis. This paper covers the exceptional driving detection from video materials algorithm and its performance metrics. This paper consists of analysis, project, research and experiment parts. Analysis part describes technical offer, literature and competitor analysis. Project part covers system requirements and system architecture. The creation of algorithm is described in research part. Experiment part covers created algorithm performance metrics. This paper is wrapped up with conclusions and results.
Dissertation Institution Kauno technologijos universitetas.
Type Master thesis
Language Lithuanian
Publication date 2021