[HTML][HTML] Crop diagnostic system: A robust disease detection and management system for leafy green crops grown in an aquaponics facility

R Abbasi, P Martinez, R Ahmad - Artificial Intelligence in Agriculture, 2023 - Elsevier
Crops grown on aquaponics farms are susceptible to various diseases or biotic stresses
during their growth cycle, just like traditional agriculture. The early detection of diseases is …

Smart aquaponics with disease detection

R Barosa, SIS Hassen… - 2019 conference on next …, 2019 - ieeexplore.ieee.org
The vision of the Mauritian's Ministry of Agro-Industry and Food security is to further develop
the agricultural sector and to promote the agro-industry by focusing on safety, supply …

Health Classification System of Romaine Lettuce Plants in Hydroponic Setup Using Convolutional Neural Networks (CNN)

JMH Desiderio, AJF Tenorio… - 2022 IEEE International …, 2022 - ieeexplore.ieee.org
Hydroponics farming setup has many challenges that target the health condition of the
plants, specifically romaine lettuce plants. One of the critical elements for their excellent …

Smart farm prototype for plant disease detection, diagnosis & treatment using IoT device in a greenhouse

MH Jumat, MS Nazmudeen, AT Wan - 2018 - IET
One common problems faced by farmers is to identify the diseases in plants. Just relying on
naked eyes to detect diseases is very difficult. We propose the development of a cost …

Automatic leaf diseases detection and classification of cucumber leaves using internet of things and machine learning models

SP Jena, S Chakravarty, SP Sahoo… - … Journal of Web …, 2023 - inderscienceonline.com
Automation of agriculture with the use of cutting-edge technology is a growing research
area. It addresses the issue of better yields and tries to mitigate the negative impact due to …

Intelligent detection for sustainable agriculture: A review of IoT-based embedded systems, cloud platforms, DL, and ML for plant disease detection

A Morchid, M Marhoun, R El Alami, B Boukili - Multimedia Tools and …, 2024 - Springer
Plant diseases pose a significant threat to the sustainability of the environment and global
food security. With an increasing population density and the growing demand for plant …

Plant disease detection using machine learning techniques

D Varshney, B Babukhanwala, J Khan… - 2022 3rd …, 2022 - ieeexplore.ieee.org
Plant diseases may have a major impact on food safety, also a considerable decline in
agricultural product output. The great majority of automated systems developed thus far are …

Developing an aeroponic smart experimental greenhouse for controlling irrigation and plant disease detection using deep learning and IoT

M Narimani, A Hajiahmad, A Moghimi… - 2021 ASABE Annual …, 2021 - elibrary.asabe.org
Controlling environmental conditions and monitoring plant status in greenhouses is critical
to promptly making appropriate management decisions aimed at promoting crop production …

Internet of Thing and Machine Learning Approach for Agricultural Application: A Review

P Kolhe, K Kalbande… - 2022 10th International …, 2022 - ieeexplore.ieee.org
Plants provide a significant portion of the global food supply. Plant infections are a factor in
productivity loss, although they can be avoided with constant observation. Plant illness …

[PDF][PDF] IoT-based smart greenhouse with disease prediction using deep learning

N Fatima, SA Siddiqui, A Ahmad - International Journal of …, 2021 - pdfs.semanticscholar.org
Rapid industrialization and urbanization has led to decrease in agricultural land and
productivity worldwide. This is combined with increasing demand of chemical free organic …