Small target detection in UAV view based on improved YOLOv8 algorithm

Abstract The main challenges faced when detecting targets captured by UAVs include small target image size, dense target distribution, and uneven category distribution.In addition, the hardware limitations of UAVs impose constraints on the size and complexity of the model, which may lead to poor det...

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Bibliographic Details
Main Authors: Xiaoli Zhang, Guocai Zuo
Format: Article
Language:English
Published: Nature Portfolio 2025-01-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-024-84747-9
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