Analýza tváře řidiče pomocí obrazů
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Vysoká škola báňská – Technická univerzita Ostrava
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Abstract
Automotive is one of the most widespread sectors of our industry. Many accidents on the road are caused by driver inattention. To prevent some of them, a system is needed to monitor the driver's condition and inform other vehicle systems. Nowadays, new methods are being developed to achieve this goal. This study focuses on describing concepts and methods in the field of human face analysis using images, summarizing the available datasets, and providing a practical verification of the speed and accuracy of those methods.
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Driver facial analysis, YOLO, MediaPipe, HOG, Facial landmarks, Face state classification, Face localization