Abstract
As we know Indians most of the population is dependent on agriculture for their livelihood. So we need to integrate the IoT technology and image processing technology with our agriculture so as to increase the growth of agriculture, which in turn strengthens the economy of our country. The main aim of the paper is to combine image processing and IoT based technology for developing smart agriculture based system. The virtue is to gather real time data of agriculture domain using cameras and sensors and send that data through message to farmers. Here we present a smart agriculture system based on IoT and supported with internet technology and sends collected information to farmers. Internet of Things (IoT) is believed to be one of the fastest developing technologies and of research interest in computer science.
Highlights
It is very essential to take steps for growth of agriculture as Indian economy and livelihood is dependent on agriculture
It is very essential to change a way of advancement of agriculture, Internet of Things (IoT) based technology and its integration with image processing technology provides solution to it
The CCTV cameras are installed at various places in crop fields and grain reservoir
Summary
About 70% of Indian population is dependent on agriculture. The rate of crop production has declined since 2010 due to various weather conditions, crop disease, rodents, fertilizer misuse or low soil fertility etc. It is very essential to change a way of advancement of agriculture, IoT based technology and its integration with image processing technology provides solution to it It includes cameras which capture images at regular time period and image recognition techniques to recognize disease, rodents and growth of crops. The sensors are implemented at various places in the crop field and grain field they collect information about various things like moisture in soil, temperature, humidity and various agriculture parameters. The image processing techniques include various mathematical and computer algorithms performed on images for image classification, extraction of patterns and feature extraction It has allowed a vast domain of algorithms to be applied on input image and it includes techniques that can remove problems like image distortion and noise. We need to have sensors to collect information and observe domain of agriculture field and pass analyzed information to farmers through internet
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