Light-YOLO: A Study of a Lightweight YOLOv8n-Based Method for Underwater Fishing Net Detection

Light-YOLO: A Study of a Lightweight YOLOv8n-Based Method for Underwater Fishing Net Detection

Detecting small dark targets underwater, such as fishing nets, is critical to the operation of underwater robots. Existing techniques often require more computational resources and operate under harsh underwater imaging conditions when handling such tasks. This study aims to develop a model with low...

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Bibliographic Details
Main Authors: Nuo Chen, Jin Zhu, Linhan Zheng
Format: Article
Language:English
Published: MDPI AG 2024-07-01
Series:Applied Sciences
Subjects:
YOLOv8
variational convolution
sparse connection
GAN
underwater fishing net vulnerability detection
lightweight
Online Access:https://www.mdpi.com/2076-3417/14/15/6461

Internet

https://www.mdpi.com/2076-3417/14/15/6461

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