A precise apple leaf diseases detection using BCTNet under unconstrained environments

Y Zhang, G Zhou, A Chen, M He, J Li, Y Hu - Computers and Electronics in …, 2023 - Elsevier
Accurate detection of apple diseases is crucial for agricultural production as it enables timely
diagnosis and control, thereby reducing crop yield losses. However, detecting apple leaf …

[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 …

The Future Of Sustainable Agriculture: A Review Of Iot And Autonomous Control In Vertical Hydroponic Farming

KH Mohd Azmi, NA Mohamed Radzi… - Advances in Electrical …, 2024 - 158.196.109.127
By 2050, the global population is expected to exceed 9.7 billion, increasing the demand for
food production. Traditional farming operations cannot supply the exponential food demand …

The convolutional neural network for plant disease detection using hierarchical mixed pooling technique with smoothing to sharpening approach

K Kalbande, WV Patil - International Journal of Computing and …, 2023 - journal.uob.edu.bh
Plant health is an important factor in agricultural production as it mostly affected by plant
diseases. Due to plant diseases, the growth and crop yield gets affected which results in …

Machine Learning-based Citrus Plant Disease Detection and Management System using Computer Vision

ASR Krishna, TSSS Reddy… - 2023 4th International …, 2023 - ieeexplore.ieee.org
This article presents a novel method for identifying and managing diseases that affect citrus
fruits by utilizing cutting-edge computer vision and machine learning techniques. The …

Exploring Machine Learning and Deep Learning Techniques for Potato Disease Detection

N Kumar, P Kumar, P Sharma, R Katarya - International Conference on …, 2023 - Springer
Abstract In Agriculture Sector, India's food security depends on producing crops, fruits, and
vegetables for its massive 1.4 billion population to feed them. India is also one of the largest …

Hydroponic Agriculture with Machine Learning and Deep Learning Methods

N Bulut, M Hacıbeyoglu - Gazi Mühendislik Bilimleri Dergisi, 2023 - dergipark.org.tr
In the face of the rapidly increasing population of our world today, researchers have turned
to studies that use existing resources more effectively and efficiently in addition to searching …

[PDF][PDF] Artificial Intelligence in Agriculture

R Abbasi, P Martinez, R Ahmad - 2023 - researchgate.net
R. Abbasi a, P. Martinez b, R. Ahmad a,⁎ a Aquaponics 4.0 Learning Factory (AllFactory),
Department of Mechanical Engineering, University of Alberta, 9211 116 St., Edmonton, AB …

A Harvesting Identification for Smart Hydroponics Agricultural System Design Using Agro Machine Learning Model

M Madiajagan, NR Atyam, RL Moharana… - 2023 International …, 2023 - ieeexplore.ieee.org
The technologies on them have also increased in recent developments in the field of
agriculture. Many technologies are being introduced, especially for its yield and harvest …