Improved model MASW YOLO for small target detection in UAV images based on YOLOv8

Abstract The present paper proposes an algorithmic model, MASW-YOLO, that improves YOLOv8n. This model aims to address the problems of small targets, missed detection, and misdetection of UAV viewpoint feature detection targets. The backbone network structure is enhanced by incorporating a multi-sca...

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Bibliographic Details
Main Authors: Xianghe Meng, Fei Yuan, Dexiang Zhang
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
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Online Access:https://doi.org/10.1038/s41598-025-10428-w
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