A modified YOLOv8 detection network for UAV aerial image recognition

Y Li, Q Fan, H Huang, Z Han, Q Gu - Drones, 2023 - mdpi.com
UAV multitarget detection plays a pivotal role in civil and military fields. Although deep
learning methods provide a more effective solution to this task, changes in target size, shape …

UAV-YOLOv8: A small-object-detection model based on improved YOLOv8 for UAV aerial photography scenarios

G Wang, Y Chen, P An, H Hong, J Hu, T Huang - Sensors, 2023 - mdpi.com
Unmanned aerial vehicle (UAV) object detection plays a crucial role in civil, commercial, and
military domains. However, the high proportion of small objects in UAV images and the …

[HTML][HTML] Using an improved lightweight YOLOv8 model for real-time detection of multi-stage apple fruit in complex orchard environments

B Ma, Z Hua, Y Wen, H Deng, Y Zhao, L Pu… - Artificial Intelligence in …, 2024 - Elsevier
For the purpose of monitoring apple fruits effectively throughout the entire growth period in
smart orchards. A lightweight model named YOLOv8n-ShuffleNetv2-Ghost-SE was …

An improved wildfire smoke detection based on YOLOv8 and UAV images

SN Saydirasulovich, M Mukhiddinov, O Djuraev… - Sensors, 2023 - mdpi.com
Forest fires rank among the costliest and deadliest natural disasters globally. Identifying the
smoke generated by forest fires is pivotal in facilitating the prompt suppression of developing …

DSW-YOLO: A detection method for ground-planted strawberry fruits under different occlusion levels

X Du, H Cheng, Z Ma, W Lu, M Wang, Z Meng… - … and Electronics in …, 2023 - Elsevier
The problems of stem and leaf shading, fruit overlapping, and different ripening stages pose
a great challenge to picking robots, which are usual for the ground-planted strawberries in …

DS-YOLOv8-Based object detection method for remote sensing images

L Shen, B Lang, Z Song - Ieee Access, 2023 - ieeexplore.ieee.org
The improved YOLOv8 model (DCN_C2f+ SC_SA+ YOLOv8, hereinafter referred to as DS-
YOLOv8) is proposed to address object detection challenges in complex remote sensing …

A lightweight cherry tomato maturity real-time detection algorithm based on improved YOLOV5n

C Wang, C Wang, L Wang, J Wang, J Liao, Y Li, Y Lan - Agronomy, 2023 - mdpi.com
To enhance the efficiency of mechanical automatic picking of cherry tomatoes in a precision
agriculture environment, this study proposes an improved target detection algorithm based …

YOLO-SE: Improved YOLOv8 for remote sensing object detection and recognition

T Wu, Y Dong - Applied Sciences, 2023 - mdpi.com
Object detection remains a pivotal aspect of remote sensing image analysis, and recent
strides in Earth observation technology coupled with convolutional neural networks (CNNs) …

Smff-yolo: A scale-adaptive yolo algorithm with multi-level feature fusion for object detection in uav scenes

Y Wang, H Zou, M Yin, X Zhang - Remote Sensing, 2023 - mdpi.com
Object detection in images captured by unmanned aerial vehicles (UAVs) holds great
potential in various domains, including civilian applications, urban planning, and disaster …

Underwater-YCC: underwater target detection optimization algorithm based on YOLOv7

X Chen, M Yuan, Q Yang, H Yao, H Wang - Journal of Marine Science …, 2023 - mdpi.com
Underwater target detection using optical images is a challenging yet promising area that
has witnessed significant progress. However, fuzzy distortions and irregular light absorption …