基于改进YOLOv5s的水面漂浮小目标检测算法

岳旭生, 李军. 基于改进YOLOv5s的水面漂浮小目标检测算法[J]. 中国舰船研究. DOI: 10.19693/j.issn.1673-3185.03689

引用本文:

岳旭生, 李军. 基于改进YOLOv5s的水面漂浮小目标检测算法[J]. 中国舰船研究. DOI: 10.19693/j.issn.1673-3185.03689

A small floating target detection algorithm on the water surface[J]. Chinese Journal of Ship Research. DOI: 10.19693/j.issn.1673-3185.03689

Citation:

A small floating target detection algorithm on the water surface[J]. Chinese Journal of Ship Research. DOI: 10.19693/j.issn.1673-3185.03689

A small floating target detection algorithm on the water surface

摘要: 摘要：针对无人船视角下的水面漂浮瓶识别易出现错检、漏检等问题，基于YOLOv5s算法，提出一种改进的YOLOv5s水面漂浮小目标检测算法。首先，针对原始数据集Flow-Img进行了数据增强，对原始

Abstract: Abstract: In order to solve the problems of false detection and missed detection in the recognition of floating bottles on the water surface from the perspective of unmanned boats, an improved YOLOv5s

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