Recent advances in crop disease detection using UAV and deep learning techniques

TB Shahi, CY Xu, A Neupane, W Guo - Remote Sensing, 2023 - mdpi.com
Because of the recent advances in drones or Unmanned Aerial Vehicle (UAV) platforms,
sensors and software, UAVs have gained popularity among precision agriculture …

Orchard monitoring based on unmanned aerial vehicles and image processing by artificial neural networks: a systematic review

D Popescu, L Ichim, F Stoican - Frontiers in Plant Science, 2023 - frontiersin.org
Orchard monitoring is a vital direction of scientific research and practical application for
increasing fruit production in ecological conditions. Recently, due to the development of …

Detection of Tea Leaf Blight in Low-Resolution UAV Remote Sensing Images

G Hu, R Ye, M Wan, W Bao, Y Zhang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
The accurate detection of tea leaf blight (TLB) from low-resolution (LR) images of tea plants
is a challenging task. The small size, high density, and blurred edge details of diseased tea …

[HTML][HTML] Use of RGB images from unmanned aerial vehicle to estimate lettuce growth in root-knot nematode infested soil

VP Cavalcanti, AF dos Santos, FA Rodrigues… - Smart Agricultural …, 2023 - Elsevier
Lettuce (Lactuca sativa) is an important horticultural commodity all over the world, and its
growth can be affected by root-knot nematodes (Meloidogyne spp.). To keep track of plant …

Quantifying Nematodes through Images: Datasets, Models, and Baselines of Deep Learning

Z Yuan, N Musa, K Dybal, M Back… - 2023 IEEE 22nd …, 2023 - ieeexplore.ieee.org
Every year, plant parasitic nematodes, one of the major groups of plant pathogens, cause a
significant loss of crops worldwide. To mitigate crop yield losses caused by nematodes, an …

Enhanced Convolutional Neural Network Model for Crop Disease Identification using UAV Imagery

M Singh, SK Shah, V Kumbhar… - 2023 IEEE Pune …, 2023 - ieeexplore.ieee.org
With the rising growth in population, the need for food production is increasing day by day.
This fosters the need for sustainable food production. However, agricultural products are …

Internet of Things assisted Unmanned Aerial Vehicle for Pest Detection with Optimized Deep Learning Model

W Intelligence - content.iospress.com
IoT technologies & UAVs are frequently utilized in ecological monitoring areas. Unmanned
Aerial Vehicles (UAVs) & IoT in farming technology can evaluate crop disease & pest …

Entrenamiento de redes neuronales para la identificación de plagas en cultivos de café.

GA Avila Perez - 2022 - upnblib.pedagogica.edu.co
En este documento se encuentra el desarrollo de una aplicación para Android usando
redes neuronales por medio de la librería de código abierto TensorFlow con el fin de …

[PDF][PDF] Smart Agricultural Technology

VP Cavalcanti, AF dos Santos, FA Rodrigues… - researchgate.net
Lettuce (Lactuca sativa) is an important horticultural commodity all over the world, and its
growth can be affected by root-knot nematodes (Meloidogyne spp.). To keep track of plant …