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Real Time Driver Fatigue Detection and Smart Rescue System

机译:实时驾驶员疲劳检测和智能救援系统

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Now-a-days population has been increasing rapidly, which results in 6.5 Lakh of accidents every year and many are leading to death due to unavailability of medical services on time. This paper proposes an automatic real time driver fatigue detection system based on image processing technique along with cloud based management platform. The proposed system internally comprises Alert system and Rescue system using Raspberry pi. Alert system uses image processing techniques and detects the driver fatigue using Eye Aspect Ratio (EAR) which is precise and accurate in real time analysis and alert when driver detected as drowsy with an alert buzzer to get back to active state thereby avoiding occurrence of accidents to some extent. Even if an accident happen by any means then the employed vibration sensor detects it and the location details of the accident place are obtained from GPS Receiver Module. Simultaneously these details are made available in the form of map in Ubidots platform which is utilized by ambulance drivers' to monitor and to reach the location immediately and the same details are sent as notification message to victim's parents using IFTTT. A MSS app is used for internal communication of driver. In this way this system helps in declining death rate and also saves families not only lives.
机译:如今,人口迅速增长,每年导致650万万起事故,而且由于无法及时提供医疗服务,许多事故导致死亡。本文提出了一种基于图像处理技术的实时驾驶员疲劳自动检测系统以及基于云的管理平台。拟议的系统内部包括使用Raspberry pi的Alert系统和Rescue系统。警报系统使用图像处理技术,并通过眼睛纵横比(EAR)来检测驾驶员的疲劳状况,该实时,精确,准确的分析功能可在驾驶员昏昏欲睡时通过警报蜂鸣器提醒并恢复到活动状态,从而避免发生意外事故。在某种程度上。即使发生任何事故,所使用的振动传感器也会对其进行检测,并从GPS接收器模块中获取事故地点的位置详细信息。同时,这些详细信息以Ubidots平台中的地图的形式提供,救护车驾驶员利用该地图监视并立即到达该位置,并且使用IFTTT将相同的详细信息作为通知消息发送给受害人的父母。 MSS应用程序用于驱动程序的内部通信。这样,该系统有助于降低死亡率,并且不仅可以挽救家庭的生命。

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