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 …

Plant disease prediction using deep learning and IoT

AK Gupta, K Gupta, J Jadhav… - … on Computing for …, 2019 - ieeexplore.ieee.org
Crop diseases are a major threat to food security, but due to lack of infrastructure this area
remains untouched. We are proposing a system based on IoT and Deep Learning. This …

Plant Disease Detection and Crop Recommendation Using CNN and Machine Learning

R Kumar, N Shukla - 2022 International Mobile and …, 2022 - ieeexplore.ieee.org
The wide-scale prevalence of diseases in crops and inefficient soil to grow crops highly
damage the standard quality and quantity of crop production. So, the disease in the crops …

Classification of Disease Symptoms in Tomato Leaf with the help of Convolutional Neural Network

S Omar, R Jain - 2022 International Conference on …, 2022 - ieeexplore.ieee.org
Plant's healthy growth is necessary for maintaining the progress of the country. So that it can
generate revenue and maintain the economy by doing both imports and exports. For this to …

Detection of plant leaf-based diseases using machine learning approach

PC Reddy, RMS Chandra, P Vadiraj… - 2021 IEEE …, 2021 - ieeexplore.ieee.org
Agriculture productivity is increasing day-by-day based on recent advances and research
growth in technology. Detection of plant leaf-based diseases and for improving the quality of …

[HTML][HTML] Crop diagnostic system: A robust disease detection and management system for leafy green crops grown in an aquaponics facility

R Abbasi, P Martinez, R Ahmad - Artificial Intelligence in Agriculture, 2023 - Elsevier
Crops grown on aquaponics farms are susceptible to various diseases or biotic stresses
during their growth cycle, just like traditional agriculture. The early detection of diseases is …