An Accurate Plant Disease Detection Technique Using Machine Learning

CJ Raman - EAI Endorsed Transactions on Internet of Things, 2024 - publications.eai.eu
INTRODUCTION: Plant diseases pose a significant threat to agriculture, causing substantial
crop and financial losses. Modern technologies enable precise monitoring of plant health …

A Convolutional Neural Network Approach to Robust Crop Health Monitoring

S Jariwala, R Jain - Authorea Preprints, 2024 - techrxiv.org
Convolutional Neural Networks (CNNs) have opened up new possibilities in a variety of
fields, including plant pathology. Through image analysis, this study aims to take advantage …

Plant disease identification using convolution neural networks

D Mitra, S Gupta, D Srivastava… - Intelligent Internet of Things …, 2023 - taylorfrancis.com
The most extensively utilized and comprehensive common-sense cognitive engine in the
ecosphere is artificial intelligence (AI). The cloud SaaS model and the concept of AI …

Plant Disease Detection Using Machine Learning

A Jain, A Langhe, H Choudhary… - 2024 ASU International …, 2024 - ieeexplore.ieee.org
In the field of agriculture being able to identify plant diseases is extremely important as it can
lead to crop loss and negatively impact food security. Detecting these diseases early on is …

Leaf Disease Detection by Convolutional Neural Network (CNN)

S Guo - Highlights in Science, Engineering and Technology, 2023 - drpress.org
Effective plant disease detection is paramount for ensuring global food security and
sustainable agricultural practices. This article presents a comprehensive exploration of …

Plant pathologist-a machine learning diagnostician for the plant disease

V Yadav, S Pangaonkar, R Gunjan… - 2023 4th International …, 2023 - ieeexplore.ieee.org
Crop infection in terms of bacteria, fungus and other viruses is an unrelenting issue and loos
of food due to this is a key challenge faced by farmers for many decades. Proper …

[PDF][PDF] IDENTIFICATION OF PLANT LEAF DISEASE WITH SOLUTION USING CNN

GN Raju, PU Bhanu, MD Harika, PC Sandhya… - 2024 - journal-editor.org
Significant risk to agricultural sustainability is posed by the rapid spread of plant leaf
diseases. Effective management of leaf disease depends on early identification. Early …

Plant Disease Detection Using Convolutional Neural Network (CNN)

M Malik, H Rana, Y Rani, G Kaur - 2024 Sixth International …, 2024 - ieeexplore.ieee.org
In today's world AI is becoming more popular, to improve the quality, and result of their
product. So, we have also taken some groundbreaking step in the realm of plant disease …

A Hybrid Approach Using Convolutional Neural Network Model and Image Processing for Crop Disease Detection

K Gupta, I Kaur, H Kanaujiya, D Agrawal… - Proceedings of Third …, 2022 - Springer
Plant and crop cultivation rates are steadily growing over the world as human and animal
demands rise. Plant disease, on the other hand, is a persistent problem for smallholder …

[PDF][PDF] Detection of Plant Diseases Using CNN Architectures

NK Jha, K Shah - 2023 - academia.edu
The agriculture industry is a significant sector in farming, and it is possible to automate plant
processes based on diseases. In order to monitor the agricultural environment effectively, it …