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 …

Smart agriculture system in India using internet of things

RK Das, M Panda, SS Dash - … Computing in Data Analytics: Proceedings of …, 2019 - Springer
Agriculture plays a major role in the nation's economic contribution. The source of income
and livelihood of around 70% of Indian population depends on agriculture. Harvest and post …

Computer aided detection of leaf disease in agriculture using convolution neural network based squeeze and excitation network

R Santhana Krishnan, E Golden Julie - Automatika: časopis za …, 2023 - hrcak.srce.hr
Sažetak The support rendered by artificial intelligence in plant disease diagnosis and with
drastic progression in the agricultural technology, it is necessary to do pertinent research for …

Plant disease detection and classification using cnn model with optimized activation function

SY Yadhav, T Senthilkumar, S Jayanthy… - … on electronics and …, 2020 - ieeexplore.ieee.org
This paper deals with the optimized real time detection of diseases that affect the plant and
the area affected using Convolutional Neural Networks (CNN) algorithms so that appropriate …

Plant disease identification and classification using convolutional neural network and SVM

H Kibriya, I Abdullah, A Nasrullah - … International Conference on …, 2021 - ieeexplore.ieee.org
The economy of agricultural countries depends mainly upon agricultural production. Crop
production is a medium of livelihood for most of the population. Crops can be affected by …

Environmental monitoring and disease detection of plants in smart greenhouse using internet of things

FA Khan, AA Ibrahim, AM Zeki - Journal of Physics …, 2020 - iopscience.iop.org
This research implements the idea of automation using Internet of Things (IoT) in a
greenhouse environment. The development is focuses on deployment of agicultural …

Disease Identification in paddy leaves using CNN based Deep Learning

R Swathika, S Srinidhi, N Radha… - 2021 third international …, 2021 - ieeexplore.ieee.org
Rice is the staple food for most of the tropical and subtropical countries of the world. This
entails large fields of paddy spanning hectares, whose maintenance and care becomes a …

A review of deep learning techniques for identification and diagnosis of plant leaf disease

RN Jogekar, N Tiwari - Smart Trends in Computing and Communications …, 2021 - Springer
This paper focuses on review of deep learning techniques on plant leaf disease detection
and its diagnosis. As we know agricultural farming plays a crucial role in world economy but …

Plant disease classification using deep learning

KP Akshai, J Anitha - 2021 3rd International Conference on …, 2021 - ieeexplore.ieee.org
Agriculture plays a crucial role in the Indian economy. Early detection of plant diseases is
very much essential to prevent crop loss and further spread of diseases. Most plants such as …

An IoT-based agriculture maintenance using pervasive computing with machine learning technique

S Kailasam, SDM Achanta… - International Journal of …, 2022 - emerald.com
Purpose In cultivation, early harvest offers farmers an opportunity to increase production
while decreasing the chances of lower crop production rates, ensuring that the economy …