An effective approach for plant disease detection using assessment-based convolutional neural networks (A-CNN)

NJ Jerome, S Jothiraj, S Kandasamy… - … in Applied Sciences …, 2023 - semarakilmu.com.my
Agriculture is crucial in determining land availability and economic productivity in
developing countries, where most of the population relies on this sector. Even though plant …

A review of convolutional neural network-based approaches for disease detection in plants

B Biswas, RK Yadav - 2023 International Conference on …, 2023 - ieeexplore.ieee.org
Around 60.3% of land in India is used for agricultural purposes and the whole population
depends on agriculture. That's why crop yield is very crucial to get high agricultural output …

Use of Convolutional Neural Network (CNN) to Detect Plant Disease

N Moitra, A Singh, S Das - … , Circuits and Systems: Proceedings of 3rd …, 2022 - Springer
The automatic and accurate detection of diseased leaves is a challenging job for
researchers. It offers a promising step towards food security and agricultural growth. On …

Artificial Intelligence Based Plant Disease Detection

V Rishiwal, R Chaudhry, M Yadav, KR Singh… - Towards the Integration …, 2023 - Springer
Plant disease is the key issue for the farmers, which leads to lesser income and minimal
outcome. Pest affected crop also results in small agricultural production of the country. The …

[PDF][PDF] Plant Disease Detection Using Deep Learning

B Hamed, M Hussein, A Mousa - International Journal of …, 2023 - researchgate.net
Agricultural development is a critical strategy for promoting prosperity and addressing the
challenge of feeding nearly 10 billion people by 2050. Plant diseases can significantly …

Deep learning for image-based plant disease detection

ML Zahari - 2020 - ir.uitm.edu.my
Deep learning methods that are the Convolution Neural Network can be utilized to classify
the plant disease. In addition, Sliding Windows methods also help to create dataset in ease …

Image-Based Plant Disease Detection and Classification Using Deep Convolution Neural Network

R Raut, P Jadhav, A Bodas - … of 3rd International Conference on Recent …, 2023 - Springer
Agriculture is a country's economic backbone. Numerous studies have shown that plant
diseases are challenging to manage because their populations vary with environmental …

Early Disease Detection in Plants using CNN

P Rastogi, S Dua, V Dagar - Procedia Computer Science, 2024 - Elsevier
The Indian economy benefits from early disease detection in plant leaves. According to
reports, 10-30% of crops suffer harm from diseases that are not discovered during the curing …

Plant disease detection using deep learning

GS Bhatia, P Ahuja, D Chaudhari, S Paratkar… - … Conference on Computer …, 2020 - Springer
India is an agrarian economy, with three-quarters of its rural population relying on
agriculture as their primary means of livelihood. Agriculture shares 17% of the country's …

Cnn based early identification of plant disease using leaf images

P Anitha, C Dhanushya, CH KJ - 2021 5th International …, 2021 - ieeexplore.ieee.org
For an efficient crop yield, early identification of diseases is necessary in agriculture. Plant
disease is an ongoing problem for smallholder farmers, which threatens income and food …