Cotton leaf disease identification using transfer learning

A Herok, S Ahmed - 2023 International Conference on …, 2023 - ieeexplore.ieee.org
Accurate identification and classification of plant diseases play a vital role in safeguarding
global food production and ensuring the economic well-being of the stakeholders. Various …

Leaf disease identification: Enhanced cotton leaf disease identification using deep CNN models

P Sivakumar, NSR Mohan, P Kavya… - … on Intelligent Systems …, 2021 - ieeexplore.ieee.org
Agriculture plays a vital role in providing main source of food, income and employment to the
rural people in economically developing countries. The major influencing factor which …

Cotton Leaf Disease Classification using Deep Convolution Neural Network with Explainable AI

S Otiya, P Faldu, P Goel - 2023 International Conference on …, 2023 - ieeexplore.ieee.org
The cotton leaf disease detection model combines Convolutional Neural Networks (CNN)
with Explainable artificial intelligence (XAI) technology for the goal of diagnosing diseases in …

Deep Learning for Cotton Leaf Disease Detection

N Parashar, P Johri - 2024 2nd International Conference on …, 2024 - ieeexplore.ieee.org
Cotton is among the most significant fibers grown in Indian subcontinent and it has an
important role in the nation's economy. The cotton crops are susceptible to pathogens such …

Comparative analysis of deep learning models for cotton leaf disease detection

XA Mary, K Raimond, APW Raj, I Johnson… - … Technologies for Big …, 2022 - Springer
Cotton is the most essential crop and plays an important role in the agricultural economy of
the country. Cotton crop is prone to many diseases because of changes in the climatic …

Cotton leaf disease classification using deep learning based novel approach

BN Pandey, RP Singh, MS Pandey… - 2023 International …, 2023 - ieeexplore.ieee.org
In India, one of the essential professions in agriculture. Cotton is the best crop out of several
and is very important to the nation's agricultural economy. Six million farmers in India …

Deep learning based cotton leaf disease detection

S Kinger, A Tagalpallewar, RR George… - … on Trends in …, 2022 - ieeexplore.ieee.org
One of the most widely grown crops in the world, cotton provides a living for many farmers
and is essential to the growth of the international economy. However, the actual production …

Cotton leaf disease detection and classification using lightweight cnn architecture

HI Peyal, MAH Pramanik… - … on Electrical and …, 2022 - ieeexplore.ieee.org
Cotton is one of Bangladesh's most valuable agricultural plant. Plant diseases are primarily
caused by pest insects and pathogens, and if not handled promptly, they reduce productivity …

An Advanced Deep Learning Approach for Precision Diagnosis of Cotton Leaf Diseases: A Multifaceted Agricultural Technology Solution

A Nagarjun, N Manju, AA Darem, S Siddesha… - … , Technology & Applied …, 2024 - etasr.com
During the past few decades, cotton leaf diseases have become a significant challenge for
farmers, leading to substantial losses in harvests, productivity, and financial resources …

Hybrid Approach of Sensors and Deep Learning for Cotton Plant Disease Detection

B Puri, R Cambow - 2023 IEEE 4th Annual Flagship India …, 2023 - ieeexplore.ieee.org
Every country's economy is mostly dependent on agro-based products, and India is
regarded as having a strong cotton agriculture sector. Cotton plants that have been infected …