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 …

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 …

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 …

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 …

Plant Disease Classification and Detection using CNN

R Bandi, S Swamy - 2022 IEEE 3rd Global Conference for …, 2022 - ieeexplore.ieee.org
There have been various studies and research done on detecting plant disease. This work is
intended to identify the plant disease using Deep Learning which can be used as a defense …

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 …

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 …

A polyhouse: plant monitoring and diseases detection using CNN

N Radha, R Swathika - 2021 International conference on …, 2021 - ieeexplore.ieee.org
Poly-house farming is broadly used way for farming in now days. Poly-house will provide the
required amount of water and fertilizers that result in high yields. The lack of air circulation …

Crop Recommendation and Disease Detection Using Deep Neural Networks

A Singh, AK Bhamboo - 2022 IEEE 6th Conference on …, 2022 - ieeexplore.ieee.org
Indian farmers use traditional practices and view-points to fully use their land. Taking into
account the requirements of agriculture, the choice of crops is essential to farming. By …