Deep learning system for paddy plant disease detection and classification

A Haridasan, J Thomas, ED Raj - Environmental monitoring and …, 2023 - Springer
Automatic detection and analysis of rice crop diseases is widely required in the farming
industry, which can be utilized to avoid squandering financial and other resources, reduce …

[HTML][HTML] Recognition and classification of paddy leaf diseases using Optimized Deep Neural network with Jaya algorithm

S Ramesh, D Vydeki - Information processing in agriculture, 2020 - Elsevier
In the agriculture field, one of the recent research topics is recognition and classification of
diseases from the leaf images of a plant. The recognition of agricultural plant diseases by …

Pre-trained deep neural network-based features selection supported machine learning for rice leaf disease classification

M Aggarwal, V Khullar, N Goyal, A Singh, A Tolba… - Agriculture, 2023 - mdpi.com
Rice is a staple food for roughly half of the world's population. Some farmers prefer rice
cultivation to other crops because rice can thrive in a wide range of environments. Several …

[PDF][PDF] Deep transfer learning based rice plant disease detection model.

RP Narmadha, N Sengottaiyan… - Intelligent Automation & …, 2022 - cdn.techscience.cn
In agriculture, plant diseases are mainly accountable for reduction in productivity and leads
to huge economic loss. Rice is the essential food crop in Asian countries and it gets easily …

OPNN: optimized probabilistic neural network based automatic detection of maize plant disease detection

E Akanksha, N Sharma, K Gulati - 2021 6th international …, 2021 - ieeexplore.ieee.org
Agriculture is one of the important ant sectors of the Indian economy and also an important
source of income for Indian people. Approximately 50% of employees worked in the Indian …

[PDF][PDF] Paddy leaf disease detection using an optimized deep neural network

S Nalini, N Krishnaraj, T Jayasankar… - … , Materials & Continua, 2021 - researchgate.net
Precision Agriculture is a concept of farm management which makes use of IoT and
networking concepts to improve the crop. Plant diseases are one of the underlying causes in …

Optimal deep generative adversarial network and convolutional neural network for rice leaf disease prediction

A Stephen, A Punitha, A Chandrasekar - The Visual Computer, 2024 - Springer
Rice which is a staple food crop in most Asian countries mainly suffers from higher yield loss
due to different factors, and one of the common factors that affect rice yield is rice leaf …

[PDF][PDF] Application of machine learning in detection of blast disease in South Indian rice crops

S Ramesh, D Vydeki - J. Phytol, 2019 - core.ac.uk
It is a well-known fact that the quality and quantity of the rice crop is reduced due to plant
disease. This paper proposes rice blast disease detection mechanism using Machine …

Detection of rice plant disease using AdaBoostSVM classifier

K Kumar K, KE - Agronomy journal, 2022 - Wiley Online Library
The research in the detection of plant diseases using plant images based on machine
learning is widely increased in the field of agriculture. This could be done with the images of …

[PDF][PDF] An optimal classification model for rice plant disease detection

R Sowmyalakshmi, T Jayasankar, VA PiIllai… - Comput. Mater …, 2021 - cdn.techscience.cn
Internet of Things (IoT) paves a new direction in the domain of smart farming and precision
agriculture. Smart farming is an upgraded version of agriculture which is aimed at improving …