Improved Ship Detection with YOLOv8 Enhanced with MobileViT and GSConv

In tasks that require ship detection and recognition, the irregular shapes of ships and complex backgrounds pose significant challenges. This paper presents an advanced extension of the YOLOv8 model to address these challenges. A lightweight visual transformer, MobileViTSF, is proposed and combined...

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Bibliographic Details
Main Authors: Xuemeng Zhao, Yinglei Song
Format: Article
Language:English
Published: MDPI AG 2023-11-01
Series:Electronics
Subjects:
Online Access:https://www.mdpi.com/2079-9292/12/22/4666