Deep learning model for image-based plant diseases detection on edge devices

S Chaitra, S Ghana, S Singh… - 2021 6th International …, 2021 - ieeexplore.ieee.org
Plant diseases are a major threat to global food security. Infection of plants by pathogens
can have serious consequences on plant health which inherently affects human health. With …

Tomato leaf disease detection and classification using convolutional neural networks

G Irmak, A Saygili - 2020 Innovations in Intelligent Systems and …, 2020 - ieeexplore.ieee.org
Automatic classification process in images has been used in many fields, especially
agriculture and medical fields in recent years. Especially in our country, image processing …

Disease detection and classification in agricultural plants using convolutional neural networks—a visual understanding

M Francis, C Deisy - 2019 6th international conference on …, 2019 - ieeexplore.ieee.org
Convolutional Neural Network is the base of all deep learning models. Therefore a
Convolutional Neural Network model is created and developed to perform plant disease …

Plant disease prediction and classification using deep learning ConvNets

A Lakshmanarao, MR Babu… - … Conference on Artificial …, 2021 - ieeexplore.ieee.org
A country's inventive growth is dependent on the agricultural sector. Agriculture, the
foundation of all nations, offers food and raw resources. Agriculture is hugely important to …

Comparative study of disease detection in plants using machine learning and deep learning

N Ahmad, S Singh - 2021 2nd International Conference on …, 2021 - ieeexplore.ieee.org
The prediction of the growth in population will be 7.2 billion to 9.6 billion in year 2100. To
meet the demands of food from agriculture, we have to move fast to smart agriculture. We …

Automatic detection of Grape, Potato and Strawberry Leaf Diseases using CNN and image processing

M Tariqul Islam, AN Tusher - … for Smart Systems: Proceedings of SSIC …, 2022 - Springer
Day-by-day the cultivation of plants and albumen are increased speedily in order to fulfill the
demand of human being and all the animals in this universe. Recently, the production rate of …

CNN based detection of healthy and unhealthy wheat crop

A Singh, M Arora - 2020 International Conference on Smart …, 2020 - ieeexplore.ieee.org
The diagnosis of leaf diseases depict a wide range of information about the crop status.
Diagnosis plays a very crucial ro le on the amount of resources available the farmt It gets …

Automated image capturing system for deep learning-based tomato plant leaf disease detection and recognition

RG De Luna, EP Dadios… - TENCON 2018-2018 IEEE …, 2018 - ieeexplore.ieee.org
Smart farming system using necessary infrastructure is an innovative technology that helps
improve the quality and quantity of agricultural production in the country including tomato …

Detection of paddy crops diseases and early diagnosis using faster regional convolutional neural networks

K Anandhan, AS Singh - 2021 international conference on …, 2021 - ieeexplore.ieee.org
Nowadays the grain food demand is increasing due to population increase. Rice is one of
the essential foods for half of the world's population. In India most of the farmer struggled to …

Plant disease prediction using deep learning and IoT

AK Gupta, K Gupta, J Jadhav… - … on Computing for …, 2019 - ieeexplore.ieee.org
Crop diseases are a major threat to food security, but due to lack of infrastructure this area
remains untouched. We are proposing a system based on IoT and Deep Learning. This …