Safety Driving System of Intelligent Agricultural Machinery Based on Internet of Things and Convolutional Neural Networks
It is an innovative agricultural technology application for the safety driving system of intelligent agricultural ma-chinery based on the Internet of Things and convolutional neural networks.By connecting the camera device of agricultur-al machinery equipment to the Internet,it achieved real-time monitoring and data collection of agricultural machinery e-quipment and drivers.Then,it used convolutional neural network technology to extract features from the collected driving data and classify and recognize driving behavior,realize automatic monitoring and warning of driving behavior.The ex-perimental results showed that the system had a high accuracy in detecting driving behavior categories,which can improve the safety and efficiency of agricultural machinery driving,and provide more intelligent and efficient services for agricul-tural production.
Internet of Thingsconvolutional neural networkintelligent agricultural machinerysafe drivingdriving behaviorearly warning
国家科技期刊平台
NSTL
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