基于AI技术的车辆超温检测系统研究

Research on vehicle overtemperature detection system based on AI technology

通过研究和融合热成像及可见光双模融合检测技术、深度学习全息车辆感知与信息采集技术、视频智能交通监测与预警技术、视频智能交通违法监测与取证技术和增强学习与机器学习技术,文章研发车辆超温监测预警事件检测系统,通过对超过安全温度但并未达燃烧值的车辆车身、货箱及部分前轮和后轮的温度变化,从而实现对车辆超温危险预警,实现对道路交通事件和火灾事件的检测,有效避免燃爆类恶性事故。

Through the research and fusion of thermal imaging and visible light dual-mode fusion detection technology,depth learning holographic vehicle perception and information acquisition technology,video intelligent traffic monitoring and early warning technology,video intelligent traffic illegal monitoring and forensics technology and enhanced learning and machine learning technology,the paper develops a vehicle overtemperature monitoring and early-warning event detection system,which can realize the dangerous early-warning of vehicle overtemperature through the temperature change of vehicle body,cargo box and some front wheels and rear wheels which exceed the safe temperature but do not reach the burning value,to achieve the detection of road traffic incidents and fire incidents,effectively reduce the explosion of malignant accidents.