Title Dirbtinio intelekto metodų tyrimas siekiant nustatyti ar vairuotojas kalba telefonu /
Translation of Title Research of artificial intelligence methods for driver talking on the phone detection.
Authors Šetkus, Deividas
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Pages 58
Keywords [eng] distracted driver ; driver talking on the phone ; person detection
Abstract [eng] Drivers talking on the phone is a problem in the World. In this project, we use artificial intelligence and try to predict if the driver is talking on the phone. This problem was not solved before with a dataset from outside the vehicle because there are no publicly available datasets and this information is hard to acquire. After acquiring the dataset from the Internet with web crawler and photographed training dataset in a standing vehicle, four convolutional neural networks were researched to get the best generalization with training dataset.
Dissertation Institution Kauno technologijos universitetas.
Type Master thesis
Language Lithuanian
Publication date 2020