A lightweight ship target detection model based on improved YOLOv5s algorithm.

A lightweight ship target detection model based on improved YOLOv5s algorithm.

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Real-time and accurate detection of ships plays a vital role in ensuring navigation safety and ship supervision. Aiming at the problems of large parameters, large computation quantity, poor real-time performance, and high requirements for memory and computing power of the current ship detection mode...

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Bibliographic Details
Main Authors: Yuanzhou Zheng, Yuanfeng Zhang, Long Qian, Xinzhu Zhang, Shitong Diao, Xinyu Liu, Jingxin Cao, Haichao Huang
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2023-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0283932

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https://doi.org/10.1371/journal.pone.0283932

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