Trends and prospect of machine vision technology for stresses and diseases detection in precision agriculture

J Shin, MS Mahmud, TU Rehman, P Ravichandran… - AgriEngineering, 2022 - mdpi.com
Introducing machine vision-based automation to the agricultural sector is essential to meet
the food demand of a rapidly growing population. Furthermore, extensive labor and time are …

A robust deep attention dense convolutional neural network for plant leaf disease identification and classification from smart phone captured real world images

A Pandey, K Jain - Ecological Informatics, 2022 - Elsevier
Plant diseases cause significant food loss and hence economic loss around the globe.
Therefore, automatic plant disease identification is a primary task to take proper medications …

Extreme learning machine for plant diseases classification: a sustainable approach for smart agriculture

D Aqel, S Al-Zubi, A Mughaid, Y Jararweh - Cluster Computing, 2022 - Springer
Nowadays, the economy of countries highly depends on the agriculture productivity which
has a great effect on the development of human civilization. Sometimes, plant diseases …

[PDF][PDF] A review on plant leaf diseases detection and classification based on machine learning models

S Swain, SK Nayak, SS Barik - Mukt shabd, 2020 - researchgate.net
For farmers, India is very famous in agriculture. The economic growths for all nations are
dependent on agricultural products. Due to plant diseases, the quantity and quality of …

A convolutional neural networks based method for anthracnose infected walnut tree leaves identification

A Anagnostis, G Asiminari, E Papageorgiou… - Applied Sciences, 2020 - mdpi.com
Anthracnose is a fungal disease that infects a large number of trees worldwide, damages
intensively the canopy, and spreads with ease to neighboring trees, resulting in the potential …

A modern deep learning framework in robot vision for automated bean leaves diseases detection

SH Abed, AS Al-Waisy, HJ Mohammed… - International Journal of …, 2021 - Springer
The bean leaves can be affected by several diseases, such as angular leaf spots and bean
rust, which can cause big damage to bean crops and decrease their productivity. Thus …

A smart agricultural application: automated detection of diseases in vine leaves usinghybrid deep learning

A Alkan, MU ABDULLAH, HO Abdullah… - Turkish Journal of …, 2021 - journals.tubitak.gov.tr
This paper reports a study which utilizes deep learning for automated detection of the
symptoms of diseases on vine leaves. Vine fruits or grapes are very important and have …

Machine learning algorithm development for detection of mango infected by anthracnose disease

S Wongsila, P Chantrasri… - 2021 Joint International …, 2021 - ieeexplore.ieee.org
The purpose of this work is to develop and design an algorithm for detection of mangoes
infected with anthracnose. The study found that the higher performance ability of computers …

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 …

Plant disease detection by leaf image classification using convolutional neural network

P Bharali, C Bhuyan, A Boruah - International conference on information …, 2019 - Springer
Plants are the source of food Plants are the source of food on the planet. Infections and
diseases in plants are therefore a serious threat, while the most common diagnosis is …