LFN-YOLO: precision underwater small object detection via a lightweight reparameterized approach

Underwater object detection plays a significant role in fisheries resource assessment and ecological environment protection. However, traditional underwater object detection methods struggle to achieve accurate detection in complex underwater environments with limited computational resources. This p...

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Bibliographic Details

Published in:	Frontiers in Marine Science
Main Authors:	Mingxin Liu, Yujie Wu, Ruixin Li, Cong Lin
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2025-01-01
Subjects:	underwater object detection lightweight detector small object marine resources multi-scale feature fusion
Online Access:	https://www.frontiersin.org/articles/10.3389/fmars.2024.1513740/full