To address these issues, this paper introduces an enhanced small object detection approach, called Small-Size Object Detection Algorithm Based on Improved YOLOv8 for UAV Imagery (SS-YOLOv8). Firstly, considering the difficulties and stringent real-time requirements in detecting small objects in UAV ...
To alleviate the above problems, we optimize YOLOv8 and propose an object detection model based on UAV aerial photography scenarios, called UAV-YOLOv8. Firstly, Wise-IoU (WIoU) v3 is used as a bounding box regression loss, and a wise gradient allocation strategy makes the model ...
Aiming at the problem of partially missing detection and false detection, large amount of calculation and parameters in small object detection tasks in motion scenes. This paper proposes a YOLOv8-AMCD model to improve the model's accuracy while keeping its lightweight design. Firstly, the...
To address the challenges, this article proposes a small object detection based on improved YOLOv8 for airport scene images in hazy weather (ADH-YOLO). Firstly, this article constructs HASS1, HASS2, and HRSOD hazy datasets based on the HAZERD method. We find that YOLOv8 which is anchor-...
Small object detection based on YOLOv8 in UAV perspective Unmanned aerial vehicle (UAV) image object detection is a challenging task, primarily due to various factors such as multi-scale objects, a high proportion... T Ning,W Wu,J Zhang - 《Pattern Analysis & Applications》 被引量: 0发表:...
YOLO-MIF is an improved version of YOLOv8 for object detection in gray-scale images, incorporating multi-information fusion to enhance detection accuracy. The detection of RGBT mode is also added. YOLO-MIF是在灰度图像中进行目标检测的改进型YOLOv8模型,引入了多信息融合策略,提高了检测准确性。 并添...
Underwater environments present significant challenges for object detection due to limited visibility and inconsistent lighting. This research aims to deve... A Bajpai,N Tiwari,A Yadav,... - 《Sn Computer Science》 被引量: 0发表: 2024年 Improved YOLOv8 algorithms for small object detection in ...
Drill pipe detectionYOLOv8nDeformable convolutionDynamic headGas extraction is an important measure for coal mine gas disaster control. Its effect is closely correlated to the drilling depth. The existing methods usually determine the drilling depth by manually counting the number of drill pipes, and ...
To address this issue, we propose a lightweight object detection algorithm, BGF-YOLOv10, specifically designed for small object detection, based on an improved version of YOLOv10n. First, we introduce a novel YOLOv10 architecture tailored for small objects, incorporating BoTNet, variants of C2f...
1.更新了 YOLOv8 最新版 detect.py 的多通道结果图存储 Sep 12, 2024 1dc4f2b·Sep 12, 2024 History 31 Commits .idea Initial commit 删除附加文件 Mar 25, 2024 PaperImages 1. 新增了对RGBT格式的支持,包括前期融合,中期融合,后期融合,分数融合以及共享权重等 ...