A streamlined approach for intelligent ship object detection using EL-YOLO algorithm

Abstract Maritime objects frequently exhibit low-quality and insufficient feature information, particularly in complex maritime environments characterized by challenges such as small objects, waves, and reflections. This situation poses significant challenges to the development of reliable object de...

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Autors principals:	Defu Yang, Mahmud Iwan Solihin, Igi Ardiyanto, Yawen Zhao, Wei Li, Bingyu Cai, Chaoran Chen
Format:	Artigo
Idioma:	Inglês
Publicat:	Nature Portfolio 2024-07-01
Col·lecció:	Scientific Reports
Matèries:	Intelligent ship Lightweight YOLOv8 Object detection Modified bounding box regression Improved YOLOv8
Accés en línia:	https://doi.org/10.1038/s41598-024-64225-y
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