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 …

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 …

[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 …

Development of Machine Learning Data based Agriculture Monitoring System

MAFBM Iskandar, HF Hawari, KC Kit… - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
Providing food and driving economic growth are vital roles of agriculture. Most farmers still
use outdated farming methods that may not keep pace with the country's quick …

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 …

IoT-assisted crop monitoring using machine learning algorithms for smart farming

S Kumar Apat, J Mishra, K Srujan Raju… - Next Generation of …, 2022 - Springer
Agriculture expansion is critical to the economic prosperity of any country. Agriculture
employs more than 60% of the Indian population, either directly or indirectly. Nowadays …

IoT-Based Plant Disease Detection and Classification: A Study on Learning Models

PK Singh, A Shivhare, A Raut, M Kumar - Advances in Data-driven …, 2023 - Springer
The agriculture sector faces severe challenges due to variable and unpredictable agro-
climatic conditions throughout the globe. Early disease detection and prevention measures …

Intelligent IoT-based Combined Crop-type and Disease Prediction System with Different Machine Learning & Deep Learning Techniques

MIA Hossain, A Kiser, IJ Mitu… - 2023 10th International …, 2023 - ieeexplore.ieee.org
Agriculture contributes significantly to economic and social prosperity around the world. The
world's population is increasing rapidly, so the food demand is also growing. Farmers must …

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 …

[PDF][PDF] Smart Farming: IoT based plant leaf disease detection and prediction using deep neural network with image processing

K Prema, CM Belinda - Int. J. Innov. Technol. Explor. Eng, 2019 - academia.edu
Agriculture plays a major role in human life. Almost 60% of the population is involved directly
or indirectly in some agriculture activity. But Nowadays, farmers have quit agriculture and …