Iot based smart agriculture and plant disease prediction

MSB Murugan, MK Rajagopal… - Journal of Physics …, 2021 - iopscience.iop.org
Agriculture is a very prominent sector in our country and has been one of the highest
contributors to the GDP. During the 1960s, an all-time high was reached with approximately …

DCrop: A deep-learning based framework for accurate prediction of diseases of crops in smart agriculture

V Pallagani, V Khandelwal, B Chandra… - … symposium on smart …, 2019 - ieeexplore.ieee.org
The human population has been increasing exponentially and is estimated that the total
population will be at 8.6 billion by mid-2030. This tremendous rise in population will demand …

Plant disease prediction using deep learning and IoT

AK Gupta, K Gupta, J Jadhav… - … on Computing for …, 2019 - ieeexplore.ieee.org
Crop diseases are a major threat to food security, but due to lack of infrastructure this area
remains untouched. We are proposing a system based on IoT and Deep Learning. This …

Machine learning implementation in IoT based intelligent system for agriculture

KN Bhanu, HJ Jasmine… - 2020 International …, 2020 - ieeexplore.ieee.org
Innovation in Internet of Things (IoT) has acquired changes in everyday life. Agriculture
plays a major role in most of the countries and the need for this sector is to become" Smart" …

Leaf disease classification in smart agriculture using deep neural network architecture and IoT

K Ramana, R Aluvala, MR Kumar… - Journal of Circuits …, 2022 - World Scientific
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 …

An Intelligent Agricultural Field Monitoring and Management System using Internet of Things and Machine Learning

PM Jacob, S Suresh, JM John, P Nath… - … Conference on Data …, 2020 - ieeexplore.ieee.org
Agriculture is a primary concern of every developing nation. But most of the processes
involved in agricultural sector are still orthodox and inefficient. Though the technology is …

Real-time monitoring of agricultural land with crop prediction and animal intrusion prevention using internet of things and machine learning at edge

R Nikhil, BS Anisha, R Kumar - 2020 IEEE International …, 2020 - ieeexplore.ieee.org
Agriculture is considered as a foundation of life, since it is the primary source of food and
other raw materials. It plays a crucial part in the country's economic development. Sadly …

[PDF][PDF] Agriculture based on internet of things and deep learning

M Abdulla, A Marhoon - Iraqi Journal for Electrical and Electronic …, 2022 - iasj.net
In smart cities, health care, industrial production, and many other fields, the Internet of
Things (IoT) have had significant success. Protected agriculture has numerous IoT …

Smart agriculture implementation using IoT and leaf disease detection using logistic regression

T Rajeshwari, PAH Vardhini… - … conference on recent …, 2021 - ieeexplore.ieee.org
The need of robotics, automation, IoT and its implementation based on precision agriculture
is very much necessary to eliminate the usage of manpower in farming. In order to make this …

Crop yield prediction using deep neural network

FF Haque, A Abdelgawad… - 2020 IEEE 6th World …, 2020 - ieeexplore.ieee.org
Agriculture has made it's way to make every living being healthy and survive in this world, for
which the environment affecting has been taken into consideration. The parameters that …