Automated disease detection in plant images using convolution neural network

L Singh, M Pandey, S Lakra - 2022 International Conference …, 2022 - ieeexplore.ieee.org
In this work, authors developed detection system for plant-disease using convolution neural
network (CNN) model. The developed system was trained using healthy and unhealthy …

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 …

Plant disease detection using convolutional neural network

J Kolli, DM Vamsi… - 2021 IEEE Bombay Section …, 2021 - ieeexplore.ieee.org
The global rise in population has led to a shortage of raw materials and food supplies. The
agricultural sector has become the primary and most vital source to overcome this particular …

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 …

A Review on Various Plant Disease Detection Using Image Processing

D Tandekar, S Dongre - 2023 3rd International Conference on …, 2023 - ieeexplore.ieee.org
More than 50% of Indians are employed in agriculture. And any disruption in this sector
affects a large part of the population. Some of these disturbances are climate change …

[PDF][PDF] Detection and Classification of Plant leaf Disease Using Convolutional Neural Network on Plant Village Dataset

VA Majji, G Kumaravelan - … Journal of Innovative Research in Applied …, 2021 - ijirase.com
In the area of the image classification, the most recent generation of convolution neural
networks (CNNs) produced extraordinary results. This paper explores a new approach to …

Fungal and Bacteria Disease Detection Using Feature Extraction with Classification Based on Deep Learning Architectures

N Verma, A Reddy, S Thota - Research Journal of Computer …, 2021 - technicaljournals.org
In India, agriculture provides a living for half the population. Food security is significantly
threatened by microbial infections, however due to inadequate infrastructure, it is still difficult …

Plant Disease Classification and Detection using CNN

R Bandi, S Swamy - 2022 IEEE 3rd Global Conference for …, 2022 - ieeexplore.ieee.org
There have been various studies and research done on detecting plant disease. This work is
intended to identify the plant disease using Deep Learning which can be used as a defense …

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 …

Tomato leaf disease detection and classification using convolution neural network

AS Paymode, SP Magar… - … Conference on Emerging …, 2021 - ieeexplore.ieee.org
Mostly development of country depends of growth of agriculture sectors. Now a day
agriculture is facing lot of challenges like unavailability of labor, drastic climate change …