Enhancing Plant Health through Deep Neural Network based Leaf Disease Detection

RV Ingole, SS Nikhate, R Agrawal… - … on Applied Artificial …, 2023 - ieeexplore.ieee.org
Farming is a vital industry that not only provides food but also raw materials for numerous
industries while contributing significantly to the economy. Plant diseases and infestations …

An Efficient Model for Plant Disease Detection in Agriculture Using Deep Learning Approaches

PN Thotad, S Kallur… - 2023 4th IEEE Global …, 2023 - ieeexplore.ieee.org
Detecting plant diseases is crucial as they can significantly impact plant growth. At the same
time, several machine-learning methodologies have been employed to distinguish and …

A Study of Deep Learning based Techniques for the Detection of Maize Leaf Disease: A Short Review

A Nourish, S Batra, K Sharoon… - … and Control Systems …, 2023 - ieeexplore.ieee.org
The process of detecting and recognizing disease in plants are crucial for the early control of
pests and diseases that significantly affect plant growth. Although maize is the most …

A novel framework for image-based plant disease detection using hybrid deep learning approach

A Chug, A Bhatia, AP Singh, D Singh - Soft Computing, 2023 - Springer
The agriculture sector contributes significantly to the economic growth of a country.
However, plant diseases are one of the leading causes of crop destruction that decreases …

Deep Learning Approaches for Plant Disease Detection: A Comparative Review

M Agarwal, A Kotecha, A Deolalikar… - 2023 IEEE …, 2023 - ieeexplore.ieee.org
Crop production and growth are crucial factors that have an impact on the agricultural
industry, as well as the farmer economically, socially, and in every other manner. Crop …

The effectiveness of machine learning and image processing in detecting plant leaf disease

A Nagila, AK Mishra - The Scientific Temper, 2023 - scientifictemper.com
In our daily lives, the agricultural sector is crucial. Therefore, it is crucial to be clear about the
steps taken to identify any diseases on agricultural plants' leaves. Plant leaf disease is a …

[HTML][HTML] Deep learning-based leaf disease detection in crops using images for agricultural applications

J Eunice, DE Popescu, MK Chowdary, J Hemanth - Agronomy, 2022 - mdpi.com
The agricultural sector plays a key role in supplying quality food and makes the greatest
contribution to growing economies and populations. Plant disease may cause significant …

[PDF][PDF] Machine learning techniques for plant disease detection: an evaluation with a customized dataset

AFH Mahomodally, G Suddul… - Int J Inf & Commun …, 2023 - academia.edu
Diseases in edible and industrial plants remains a major concern, affecting producers and
consumers. The problem is further exacerbated as there are different species of plants with a …

Detecting leaf plant diseases using deep learning: A review

HB Mureşan, AM Coroiu… - … Conference on Software …, 2020 - ieeexplore.ieee.org
This paper presents the latest research in using deep learning methods for detecting plant
disease using leaf images. It is estimated that early detection and treatment can save up to …

A Deep Learning-based study of Crop Diseases Recognition and Classification

R Polly, EA Devi - … on Artificial Intelligence and Smart Energy …, 2022 - ieeexplore.ieee.org
Agriculture feeds both human and cattle populations around the world. To increase
agricultural productivity effectively, fast and precise disease diagnosis is essential. Farmers …