Internet of Things Assisted Plant Disease Detection and Crop Management using Deep Learning for Sustainable Agriculture

EA Al-Shahari, G Aldehim, M Aljebreen… - IEEE …, 2024 - ieeexplore.ieee.org
The integration of Internet of Things (IoT) technology with deep learning (DL) algorithms has
revolutionized plant disease detection and crop management and paved the way for …

Application of machine learning in precision agriculture using IoT

S Murlidharan, VK Shukla… - 2021 2nd international …, 2021 - ieeexplore.ieee.org
The demand for food has been increasing over the past six decades with the global
population increase. Scientists have been finding different ways to meet this demand, such …

[PDF][PDF] Indoor plant monitoring system using NodeMCU and deep learning

A Gujar, R Joshi, A Patil, S Aranjo - Int Res J Eng Technol (IRJET), 2020 - academia.edu
IoT allows objects to be sensed and controlled remotely across existing network
infrastructure, creating opportunities for more direct integration between the physical world …

Robust smart irrigation system using hydroponic farming based on data science and IoT

SM Sarala - 2020 IEEE Bangalore humanitarian technology …, 2020 - ieeexplore.ieee.org
Agriculture has become passion in developing countries like India. People are encountering
lot of problems in the field of agriculture. Even today in India in many places traditional way …

Irrigation monitoring and prediction system using machine learning

RK Megalingam, GK Indukuri… - 2020 International …, 2020 - ieeexplore.ieee.org
This research work intends to help farmers' effective crop harvests by technology-aided
irrigation. For that purpose, we propose an easily accessible IoT based monitoring, wireless …

An IoT instrumented smart agricultural monitoring and irrigation system

AK Saini, S Banerjee, H Nigam - … International Conference on …, 2020 - ieeexplore.ieee.org
These days, in the agriculture sector farmers are facing major problems regarding irrigation.
Due to over-irrigation and under-irrigation, the crops can be damaged. This work …

Health Classification System of Romaine Lettuce Plants in Hydroponic Setup Using Convolutional Neural Networks (CNN)

JMH Desiderio, AJF Tenorio… - 2022 IEEE International …, 2022 - ieeexplore.ieee.org
Hydroponics farming setup has many challenges that target the health condition of the
plants, specifically romaine lettuce plants. One of the critical elements for their excellent …

Smart Agriculture System for Plant Disease Detection and Irrigation Management Using Machine Learning and IoT

S Islam, MZ Hasan, SA Kabir - 2023 5th International …, 2023 - ieeexplore.ieee.org
Food security and crop productivity are seriously threatened by plant diseases, which calls
for early identification and treatment. Researchers have been working for farmers using …

A Flower Status Tracker and Self Irrigation System (FloTIS)

R Keskin, F Güney, ME Özbek - Journal of Artificial Intelligence and …, 2021 - dergipark.org.tr
The Internet of Things (IoT) provides solutions to many daily life problems. Smartphones with
user-friendly applications make use of artificial intelligence solutions offered by deep …

Sustainable Agriculture: An IoT-Based Solution for Early Disease Detection in Greenhouses

K Khuwaja, A Aliza, N Mukhtiar, R Tarcă… - … on Engineering of …, 2023 - ieeexplore.ieee.org
The Internet of Things (IoT) is a cutting-edge paradigm that involves the interconnection of
multiple advanced sensors and peripheral devices to enable the automation and …