A Lightweight Object Detection Algorithm for Remote Sensing Images Based on Attention Mechanism and YOLOv5s

A Lightweight Object Detection Algorithm for Remote Sensing Images Based on Attention Mechanism and YOLOv5s

The specific characteristics of remote sensing images, such as large directional variations, large target sizes, and dense target distributions, make target detection a challenging task. To improve the detection performance of models while ensuring real-time detection, this paper proposes a lightwei...

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Bibliographic Details
Main Authors: Pengfei Liu, Qing Wang, Huan Zhang, Jing Mi, Youchen Liu
Format: Article
Language:English
Published: MDPI AG 2023-05-01
Series:Remote Sensing
Subjects:
object detection
remote sensing
YOLOv5s
DD-head
SPPCSPG
content-aware reassembly of features
Online Access:https://www.mdpi.com/2072-4292/15/9/2429

Internet

https://www.mdpi.com/2072-4292/15/9/2429

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