Developing an aeroponic smart experimental greenhouse for controlling irrigation and plant disease detection using deep learning and IoT

M Narimani, A Hajiahmad, A Moghimi… - 2021 ASABE Annual …, 2021 - elibrary.asabe.org
Controlling environmental conditions and monitoring plant status in greenhouses is critical
to promptly making appropriate management decisions aimed at promoting crop production …

IoT and deep learning based smart greenhouse disease prediction

K Pothuganti, B Sridevi… - … conference on recent …, 2021 - ieeexplore.ieee.org
Globally, rapid industrialization and urbanization have resulted in a reduction in agricultural
acreage and production. As a result of this, and the growing desire for chemical-free organic …

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 …

Smart paddy field monitoring system using deep learning and IoT

PK Sethy, SK Behera, N Kannan… - Concurrent …, 2021 - journals.sagepub.com
Paddy is an essential nutrient worldwide. Rice gives 21% of worldwide human per capita
energy and 15% of per capita protein. Asia represented 60% of the worldwide populace …

Monitoring of Hydroponics Plant and Prediction of Leaf Disease using IOT

V Deepika, A Kalaiselvi… - … on Advancements in …, 2021 - ieeexplore.ieee.org
Agriculture is the backbone of India, though it faces lots of challenges like little land property,
excrements, pesticides, synthetic compounds utilized by rancher for horticulture and so on …

Design and Development of a Smart Agriculture (SA) System with Machine learning-Based IoT Architecture

R Paul, JB Nazir, A Paul… - … Conference on Information …, 2023 - ieeexplore.ieee.org
Agriculture has always been a crucial part of the economy, but urbanization has started to
reduce our fertile land. This rapid reduction has increased the infestations and diseases …

Enhancing Crop Health in Smart Greenhouse Through IoT-Based Data Optimization and Deep Learning Algorithms

H Slimani, J El Mhamdi, A Jilbab - 2024 4th International …, 2024 - ieeexplore.ieee.org
Integrating convolutional neural networks (CNNs) with the Internet of Things (IoT) is
paramount in agriculture, particularly greenhouses. By leveraging IoT capabilities, operators …

[PDF][PDF] IoT-based smart greenhouse with disease prediction using deep learning

N Fatima, SA Siddiqui, A Ahmad - International Journal of …, 2021 - pdfs.semanticscholar.org
Rapid industrialization and urbanization has led to decrease in agricultural land and
productivity worldwide. This is combined with increasing demand of chemical free organic …

[PDF][PDF] Deep learning and IoT for Monitoring Tomato Plant.

M Abdulla, A Marhoon - Iraqi Journal for Electrical & Electronic Engineering, 2023 - iasj.net
Agriculture is the primary food source for humans and livestock in the world and the primary
source for the economy of many countries. The majority of the country's population and the …

SAgric-IoT: An IoT-based platform and deep learning for greenhouse monitoring

J Contreras-Castillo, JA Guerrero-Ibañez… - Applied Sciences, 2023 - mdpi.com
The Internet of Things (IoT) and convolutional neural networks (CNN) integration is a
growing topic of interest for researchers as a technology that will contribute to transforming …