An improved lightweight tiny-person detection network based on YOLOv8: IYFVMNet

An improved lightweight tiny-person detection network based on YOLOv8: IYFVMNet

IntroductionIn the aviation field, drone search and rescue is a highly urgent task involving small target detection. In such a resource-constrained scenario, there are challenges of low accuracy and high computational requirements.MethodsThis paper proposes IYFVMNet, an improved lightweight detectio...

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Bibliographic Details
Main Authors: Fan Yang, Lihu Pan, Hongyan Cui, Linliang Zhang
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-04-01
Series:Frontiers in Physics
Subjects:
small object detection
YOLOv8 algorithm
FasterNet
vovnet gsconv
LAMP
Online Access:https://www.frontiersin.org/articles/10.3389/fphy.2025.1553224/full
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