Yolo-based uav technology: A review of the research and its applications

C Chen, Z Zheng, T Xu, S Guo, S Feng, W Yao, Y Lan - Drones, 2023 - mdpi.com
In recent decades, scientific and technological developments have continued to increase in
speed, with researchers focusing not only on the innovation of single technologies but also …

[HTML][HTML] The YOLO framework: A comprehensive review of evolution, applications, and benchmarks in object detection

ML Ali, Z Zhang - Computers, 2024 - mdpi.com
This paper provides a comprehensive review of the YOLO (You Only Look Once) framework
up to its latest version, YOLO 11. As a state-of-the-art model for object detection, YOLO has …

Tree crown detection and delineation in a temperate deciduous forest from UAV RGB imagery using deep learning approaches: Effects of spatial resolution and …

Y Gan, Q Wang, A Iio - Remote Sensing, 2023 - mdpi.com
The automatic detection of tree crowns and estimation of crown areas from remotely sensed
information offer a quick approach for gras** the dynamics of forest ecosystems and are of …

Uav-based computer vision system for orchard apple tree detection and health assessment

H Jemaa, W Bouachir, B Leblon, A LaRocque… - Remote Sensing, 2023 - mdpi.com
Accurate and efficient orchard tree inventories are essential for acquiring up-to-date
information, which is necessary for effective treatments and crop insurance purposes …

MoundCount: A detection-based approach for automatic counting of planting microsites on UAV images

A Zgaren, W Bouachir, N Bouguila… - Proceedings of the …, 2023 - openaccess.thecvf.com
Planting by mounding is a commonly used forestry technique that improves soil quality and
ensures optimal tree growth conditions. During planting operations, one of the main …

Unmanned Aerial Vehicle for District Surveillance with Computer Vision and Machine Learning

S Saha, S Banerjee, S Dhar… - … Engineering & Nano …, 2023 - ieeexplore.ieee.org
It is a very challenging task to identify and trace the class of the objects during the time of
poor visible conditions such as night time. Due to which there remains a gap in security …

Tree health assessment from UAV images: Improving object detection and classification using hard negative mining and semi-supervised autoencoder

H Jemaa, W Bouachir, B Leblon… - … 20th Conference on …, 2023 - ieeexplore.ieee.org
Orchard tree inventory has been an essential step to obtain up-to-date information for
effective tree treatments and crop insurance purposes. Inventorying trees is often performed …

[PDF][PDF] The YOLO Framework: A Comprehensive Review of Evolution, Applications, and Benchmarks in Object Detection. Computers 2024, 13, 336

ML Ali, Z Zhang - 2024 - researchgate.net
This paper provides a comprehensive review of the YOLO (You Only Look Once) framework
up to its latest version, YOLO 11. As a state-of-the-art model for object detection, YOLO has …

Tree Counting with Deep Learning Algorithm and Carbon Evaluation using Pleiades Satellite Imagery Data in Kulon Progo, Yogyakarta, Indonesia

D Wijaya, E Irwansyah - 2023 International Conference on …, 2023 - ieeexplore.ieee.org
Trees are important living creatures on earth where their existence is very important for the
health of the Earth's atmosphere, for the exchange of oxygen and carbon dioxide, etc. That's …

Smart solutions for orchard security: Detecting and preventing unauthorized tree removal

R Singh, D Kumar, SD Sharma… - Multidisciplinary Science …, 2024 - malque.pub
Unauthorized tree elimination in agriculture poses a serious danger to orchard safety and
sustainability. This paper introduces a brand new technique of orchard security—a clever …