System-On Based Driver Drowsiness Detection and Warning System

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Date

2022

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Publisher

IEEE

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Green Open Access

Yes

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No
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Average
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Average
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Top 10%

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Abstract

The aim of this project is to detect the drowsiness level of the driver in the vehicle, to warn the driver and to prevent possible accidents. Percentage Eye Closure (PERCLOS) and Convolutional Neural Network (CNN) are used to detect drowsiness. The system is implemented on Xilinx PYNQ-Z2 development board. The system is tested under real world conditions in real time. A high accuracy rate of 92% and a fast working system with 0.8 s is achieved. A speaker is activated to warn the driver when drowsiness is detected. Moreover, the drowsiness information is sent to the cloud by using a Wi-Fi module.

Description

Keywords

Soc, Machine learning, Driver drowsiness detection, Artificial intelligence, Artificial intelligence, machine learning, SoC, driver drowsiness detection

Turkish CoHE Thesis Center URL

Fields of Science

0301 basic medicine, 0303 health sciences, 03 medical and health sciences

Citation

Yazici, B., Ozdemir, A., & Ayhan, T. (2022). System-on-Chip Based Driver Drowsiness Detection and Warning System. 2022 Innovations in Intelligent Systems and Applications Conference (ASYU). https://doi.org/10.1109/asyu56188.2022.9925481?

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2022 Innovations in Intelligent Systems and Applications Conference (ASYU)

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1

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5
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Scopus : 5

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