Intelligent Video Surveillance System for Indian Farms

被引:0
|
作者
Sakhare, Sachin R. [1 ]
More, Priyanka D. [2 ]
Kumar, Mohan Sai [3 ]
机构
[1] Vishwakarma Inst Informat Technol, Dept Comp Engn, Pune, Maharashtra, India
[2] SMT Kashibai Navale Coll Engn, Dept Comp Engn, Pune, Maharashtra, India
[3] Veltech Univ, Dept ECE, Chennai, Tamil Nadu, India
来源
关键词
Video Analytics; Internet of Things; Deep Learning in Agriculture; Smart agriculture; INTERNET;
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Security is incredibly significant for farms. Crops may be devastated by the intruders coming to the farm. Besides, because farms are often attacked by the intruders and it is stolen during yield, the farmer is forced to stay and protect the crops. In this paper remote farm monitoring system with video surveillance is described. This system will observe the intruders in the farm and force intruder to leave the farm. The system will also alert farmer regarding weather condition, grass cutting, and crop cutting. The electrical energy is generated by solar to provide sufficient electrical power required to run the system. The main system is fixed on the pole, comprising Raspberry-Pi, Camera, ultrasonic sensors, Humidity sensors, temperature sensors, smoke sensors, Wi-Fi module. The camera takes the frames of intruders, the system will detect the intruder and classify the intruders with time stamp. At the same time the alarm and light will be initiated to scare the intruder. The frames with intruders will be further analyzed for the intruder's classification and its timing of arrival. The smoke sensor is used to protect the farm from fire, if fire is detected, it turns ON the motor. The information collected by humidity sensors and temperature sensors will alert the farmer regarding weather condition to take precautionary measures. Proposed system is designed for Indian farms and it will be cost effective also.
引用
收藏
页码:200 / 208
页数:9
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