Lightweight enhanced YOLOv8n underwater object detection network for low light environments

Lightweight enhanced YOLOv8n underwater object detection network for low light environments

Abstract In response to the challenges of target misidentification, missed detection, and other issues arising from severe light attenuation, low visibility, and complex environments in current underwater target detection, we propose a lightweight low-light underwater target detection network, named...

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Bibliographic Details
Main Authors: Jifeng Ding, Junquan Hu, Jiayuan Lin, Xiaotong Zhang
Format: Article
Language:English
Published: Nature Portfolio 2024-11-01
Series:Scientific Reports
Subjects:
Underwater target detection
Low-light
Deformable convolution
Attention mechanisms
Online Access:https://doi.org/10.1038/s41598-024-79211-7
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https://doi.org/10.1038/s41598-024-79211-7

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