A Lightweight Model for Real-Time Monitoring of Ships

A Lightweight Model for Real-Time Monitoring of Ships

Real-time monitoring of ships is crucial for inland navigation management. Under complex conditions, it is difficult to balance accuracy, real-time performance, and practicality in ship detection and tracking. We propose a lightweight model, YOLOv8-FAS, to address this issue for real-time ship detec...

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Bibliographic Details
Main Authors: Bowen Xing, Wei Wang, Jingyi Qian, Chengwu Pan, Qibo Le
Format: Article
Language:English
Published: MDPI AG 2023-09-01
Series:Electronics
Subjects:
ship monitoring
deep learning
lightweight model
real-time tracking
YOLOv8
Online Access:https://www.mdpi.com/2079-9292/12/18/3804

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