作者
Kadiyala Ramana, Rajanikanth Aluvala, Madapuri Rudra Kumar, G Nagaraja, Akula Vijaya Krishna, Pidugu Nagendra
发表日期
2022/10/27
期刊
Journal of Circuits, Systems and Computers
卷号
31
期号
15
页码范围
2240004
出版商
World Scientific Publishing Company
简介
The Internet of Things (IoT) is bringing a new dimension to the smart farming market. This helps the user to collect the data from the agricultural fields in real time and move it to remote areas for processing. With the available sensor data and the image taken from the fields, automated disease prediction is possible. Deep neural network is used for classification of disease using the leaf images. Agriculture is the backbone of our country, but our output is poor when compared to the global standards due to lack of using technologies in the fields. In this work, various sensors like humidity sensor, pH level monitoring sensor, Temperature sensor, and Soil moisture sensor are used in the agricultural fields for collecting the real-time data. Multiple Sensors are installed in various locations of farms with one common controller Raspberry PI 3 module (RPI3), which was used to control all these sensors. Camera interfacing with …
引用总数
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