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 …

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 …

Lettuce Root Development and Monitoring System Using Machine Learning in Hydroponics

B Bryan, AGM Don, AA Gotengco… - TENCON 2022-2022 …, 2022 - ieeexplore.ieee.org
Roots of a hydroponically grown lettuce are usually susceptible to waterborne diseases like
Pythium disease (root rot). Visual inspection of a plant root is needed in a hydroponic system …

Greenhouse Monitoring System and Tomato Leaf Disease Classification Using Convolutional Neural Network

J Karthikeyan, GK CK, R Karthika… - 2023 IEEE 3rd …, 2023 - ieeexplore.ieee.org
The greenhouse automation system helps the workers to maintain and monitor the
greenhouse instead of doing manually which leads to human errors, human fatigue, and …

Apple fruit disease detection for hydroponic plants using leading edge technology machine learning and image processing

KL Kamala, SA Alex - 2021 2nd International Conference on …, 2021 - ieeexplore.ieee.org
An Apple is also kind of fruit that can be cultivated through Hydroponic farming. The apple
fruit that are been cultivated through soil has a less sweet taste when compared to …

Deep Learning Techniques for Leaf Health Prediction

A Mire - … of International Conference on Communication and …, 2022 - Springer
Food security is one of the most important issues discussed worldwide. Furthermore, it
becomes more challenging in countries like India, where major population is vegetarian and …

On-demand Healthy and Chlorotic Lactuca sativa Leaf Classification Using Support Vector Machine in a Rotating Hydroponic System

H Aquino, E Sybingco, CH Mendigoria… - 2022 IEEE 14th …, 2022 - ieeexplore.ieee.org
Chlorosis is a manifestation of discoloration on leaves of plants that indicates an unideal
cultivation environment. It can appear as yellowish, yellow-white, or white pigment on the …

Plant Disease Classification Using Machine Learning

RS Singla, A Gupta, R Gupta, V Tripathi… - 2023 International …, 2023 - ieeexplore.ieee.org
In the event of a sharp rise in global population, agriculture strives to provide food to it. In
agriculture, the detection and diagnosis of diseases occurring in the plants continues to be …

[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 …

Classification of Nutrient Deficiencies in Plants Using Recurrent Neural Network

S Ramasamy, V Chandrasekar… - 2022 IEEE Fourth …, 2022 - ieeexplore.ieee.org
The symptoms associated with deficiencies in plants tends to appear often on the leaves.
The color and shape of a leaf often used for diagnosing the nutritional deficiencies in plants …