Analýza vodiča pomocou sférických kamier
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Vysoká škola báňská - Technická univerzita Ostrava
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Abstract
Main focus of this Diploma thesis is analysis of driver's behaviour in vehicle using image detection. This thesis is divided into few parts, which are connected to each other. The first part is about research of existing solutions for detecting driver's pose in vehicle. The second part is focused on an detection and processing video from spherical cameras, which are needed to capture entire driver's body. Next part is about final program for the analysing driver in vehicle and the comparison of the various methods for detection. The last chapter is overview about problematics of this type of detection and usage in real vehicle systems.
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Image detection, driver's analysis, analysis of human face, pedestrian detection, driver, image detection on vehicles, spherical camera, Openpose, Tensorflow