Plant disease detection using deep learning techniques

A Behera, S Goyal - International Conference on Information Systems and …, 2022 - Springer
Loss in food production due to various viruses or bacteria in the crops is one of the
prevailing issues in global agriculture. In order to improve the production, reduce the loss …

Plant disease detection in precision agriculture: Deep learning approaches

P Dey, T Mahmud, SR Nahar… - … on Intelligent Data …, 2024 - ieeexplore.ieee.org
Plants affect economy, agriculture industry and climate of any country. Therefore it is very
important to take care of plants. Like human being, plants are also infected by various …

[HTML][HTML] DeepCrop: Deep learning-based crop disease prediction with web application

MM Islam, MAA Adil, MA Talukder… - Journal of Agriculture …, 2023 - Elsevier
Agriculture plays a significant role in every nation's economy by producing crops. Plant
disease identification is one of the most important aspects of maintaining an agriculturally …

Res-vgg: A novel model for plant disease detection by fusing vgg16 and resnet models

A Kumar, R Razi, A Singh, H Das - International conference on machine …, 2020 - Springer
Agriculture is one of the major growing sectors in India, and plant disease is the key factor
that affects the economy of the country to a large extend. Plant disease management has …

Detection and classification of leaf disease using deep neural network

MR Mundada, M Shilpa - Deep Learning Applications for Cyber …, 2022 - igi-global.com
Modern technologies have improved their application in field of agriculture in order to
improve production. Plant diseases are harmful to plant growth, which leads to reduced …

Plant Disease Detection: A Comparative Study of Deep Learning Approaches

KTM Princy, M Belwal - 2023 5th International Conference on …, 2023 - ieeexplore.ieee.org
Demand for food is increasing every year. It causes insecurity in food items. Farmers are
using large amounts of fertilizers and pesticides to meet their needs. Fertilizers are …

[PDF][PDF] An enhanced plant disease classifier model based on deep learning techniques

M Alruwaili, S Abd El-Ghany… - International Journal of …, 2019 - researchgate.net
Plant disease detection is used to detect and identify symptoms of plant diseases. Detection
of plant diseases through the naked eye is ineffective, especially because there are …

A review of plant diseases identification using deep learning

P Sharma, AK Gupta, RC Kushwaha - Proceedings of the Second …, 2021 - Springer
Smart farming signifies the application of modern information and communication
technologies (ICT) into agriculture; plant disease is a threat globally as it reduces the quality …

[PDF][PDF] Review of Plant Disease Detection and Diagnosis Using Deep Learning Model

A Pawar, M Pawaskar, S Ghodke - Volume IX, Issue VI, 2020 - academia.edu
Crop diseases are responsible for the significant economic losses in agricultural industry
worldwide. Monitoring the health status of plants is difficult to control the spread of diseases …

Plant disease prediction using convolutional neural network

MS Hema, N Sharma, Y Sowjanya… - EMITTER …, 2021 - emitter.pens.ac.id
Every year India losses the significant amount of annual crop yield due to unidentified plant
diseases. The traditional method of disease detection is manual examination by either …