Quantitative detection algorithm for deep-sea megabenthic organisms based on improved YOLOv5

Detecting deep-sea megabenthic organisms is of foremost importance for seabed resource surveys, typical habitat protection, and biodiversity surveys. However, the complexity of the deep-sea environment, uneven illumination, and small biological targets that are easily obscured all increase target de...

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Bibliographic Details
Main Authors: Wei Wang, Yong Fu Sun, Wei Gao, WeiKun Xu, YiXin Zhang, DeXiang Huang
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-02-01
Series:Frontiers in Marine Science
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fmars.2024.1301024/full