Detecting Severe Plant Water Stress with Machine Learning in IoT-Enabled Chamber

I Bekkari, S Lombardo, A Coviello… - 2024 7th International …, 2024 - ieeexplore.ieee.org
Smart farming is revolutionizing the agricultural sector through the application of Information
and Communication Technologies (ICT), aiming to enhance efficiency and ensure …

IoT-based hydroponic system

RS Al-Gharibi - 2021 International Conference on System …, 2021 - ieeexplore.ieee.org
For the past few years, hydroponics has become popular due to its capability to produce
nutrient-rich crops with minimum resources. The project concentrates on developing a …

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 …

Analysis of Support Vector Regression Performance in Prediction of Lettuce Growth for Aeroponic IoT Systems

BH Farizan, AG Putrada… - … Advancement in Data …, 2021 - ieeexplore.ieee.org
In aeroponics, an IoT-based monitoring system that can monitor the growth of lettuce is
needed because the delay in harvesting lettuce can cause the lettuce to taste bitter when …

[PDF][PDF] Deep Learning for Precision Agriculture: Detecting Tomato Leaf Diseases with VGG-16 Model

A Chakraborty, A Chakraborty, A Sobhan… - International Journal of … - researchgate.net
ABSTRACT Artificial intelligence (AI), automation, and the Internet of Things (IoT) have
transformed modern agricultural operations, particularly crop management and disease …

IoT controlled aquaponic system

R Prabha, RS Saranish, S Sowndharya… - 2020 6th …, 2020 - ieeexplore.ieee.org
Aquaponics framework is a cooperative blend of aquaculture and hydroponics that
encourage soil-less plant development by using the profoundly improved profluent of fish or …

Towards a multimodal system for precision agriculture using IoT and machine learning

S Garg, P Pundir, H Jindal, H Saini… - 2021 12th international …, 2021 - ieeexplore.ieee.org
Precision agriculture system is an arising idea that refers to overseeing farms utilizing
current information and communication technologies to improve the quantity and quality of …

Machine Learning (ML) Algorithms on IoT and Drone Data for Smart Farming

M Elumalai, TF Fernandez, M Ragab - Intelligent Robots and Drones for …, 2024 - Springer
Morocco's GDP is 15% agriculture. Agricultural diseases can devastate national economies.
Detecting diseases early reduces their impact and saves more crops. The global population …

Smart farm prototype for plant disease detection, diagnosis & treatment using IoT device in a greenhouse

MH Jumat, MS Nazmudeen, AT Wan - 2018 - IET
One common problems faced by farmers is to identify the diseases in plants. Just relying on
naked eyes to detect diseases is very difficult. We propose the development of a cost …