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Updated: May 5, 2026

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基于无人机图像的YOLOv8-MPEB小目标检测算法

Wenyuan Xu1, Chuang Cui1, Yongcheng Ji1

  • 1School of Civil Engineering and Transportation, Northeast Forestry University, Harbin 150040, China.

Heliyon
|April 29, 2024
PubMed
概括

本研究介绍了YOLOv8-MPEB,这是一个在无人机图像中检测小目标的增强模型. 它提高了准确性,减少了模型大小,在关键的空中监视任务中超越了现有的方法.

关键词:
注意力机制注意力机制这是BiFPN BiFPN.移动网络V3 移动网络V3小目标检测检测小目标检测这就是YOLOv8的意义.

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