A deep learning approach for object detection of rockfish in challenging underwater environments

A deep learning approach for object detection of rockfish in challenging underwater environments

IntroductionPreserving the marine ecological environment and safeguarding marine species is a global priority. However, human overfishing has led to a drastic decline in fish species with longer growth cycles, disrupting the equilibrium of the marine ecosystem. To address this issue, researchers are...

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Bibliographic Details
Main Authors: Mingxin Liu, Wencheng Jiang, Mingxin Hou, Zihua Qi, Ruixin Li, Chun Zhang
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-12-01
Series:Frontiers in Marine Science
Subjects:
object detection
underwater image enhancement algorithm
YOLOv7
attention mechanism
biological population protection
marine environment
Online Access:https://www.frontiersin.org/articles/10.3389/fmars.2023.1242041/full

Internet

https://www.frontiersin.org/articles/10.3389/fmars.2023.1242041/full

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