[PDF][PDF] Drone-assisted plant disease identification using artificial intelligence: A critical review

H Slimani, J El Mhamdi… - International Journal of …, 2023 - pdfs.semanticscholar.org
Artificial intelligence has been incorporated into modern agriculture to increase agricultural
output and resource efficiency. Utilizing deep learning, particularly convolutional neural …

Advancements in Remote Sensing Imagery Applications for Precision Management in Olive Growing: A Systematic Review

P Marques, L Pádua, JJ Sousa, A Fernandes-Silva - Remote Sensing, 2024 - mdpi.com
This systematic review explores the role of remote sensing technology in addressing the
requirements of sustainable olive growing, set against the backdrop of growing global food …

[HTML][HTML] Development of a Drone-Based Phenotyping System for European Pear Rust (Gymnosporangium sabinae) in Orchards

V Maß, J Seidl-Schulz, M Leipnitz, E Fritzsche, M Geyer… - Agronomy, 2024 - mdpi.com
Computer vision techniques offer promising tools for disease detection in orchards and can
enable effective phenotyping for the selection of resistant cultivars in breeding programmes …

Advancing disease identification in fava bean crops: A novel deep learning solution integrating YOLO-NAS for precise rust

H Slimani, J El Mhamdi, A Jilbab - Journal of Intelligent & …, 2024 - content.iospress.com
A significant concern is the economic impact of agricultural diseases on the world's crop
production. The disease significantly reduces agricultural production across the world. Loss …

Self-Attention-Mechanism-Improved YoloX-S for Briquette Biofuels Object Detection

Y Wang, X Liu, F Wang, D Ren, Y Li, Z Mu, S Li, Y Jiang - Sustainability, 2023 - mdpi.com
Fuel types are essential for the control systems of briquette biofuel boilers, as the optimal
combustion condition varies with fuel type. Moreover, the use of coal in biomass boilers is …

Verticillium wilt of olive and its control caused by the hemibiotrophic soil-borne fungus Verticillium dahliae

A Rhouma, L Hajji-Hedfi, MEA Kouadri… - Microbial …, 2023 - mb.journals.ekb.eg
Verticillium wilt, caused by the soil-borne fungus Verticillium dahliae Kleb., poses a
significant threat to olive (Olea europaea L.) cultivation worldwide. This review provides an …

YOLO deep learning algorithm for object detection in agriculture: a review

K Ramalingam, P Pazhanivelan… - Journal of …, 2024 - agroengineering.org
YOLO represents the one-stage object detection also called regression-based object
detection. Object in the given input is directly classified and located instead of using the …

An Efficiency CNN Solution for Olive Disease Management Through FPGA

T Sanida, A Sideris, MV Sanida… - 2023 8th South-East …, 2023 - ieeexplore.ieee.org
Olives, one of the world's oldest and most significant cultivated crops, face persistent threats
from various diseases, devastatingly affecting olive production and quality. In this era of …

Disaster Rescue Drone Based on YOLOv4 Algorithm

W Huang, W Li, L Yang, W Zhang… - Journal of Physics …, 2024 - iopscience.iop.org
With the rapid development of artificial intelligence technology, the application of unmanned
aerial vehicles (UAV) in disaster relief is becoming more widespread. This article presents a …

Enhancing unmanned aerial vehicle capabilities: integrating YOLO algorithms for diverse industrial applications

N Guliutin, O Antamoshkin - ITM Web of Conferences, 2024 - itm-conferences.org
The integration of UAVs with advanced deep learning algorithms, particularly the You Only
Look Once models, has opened new horizons in various industries. This paper explores the …