Automated zooplankton size measurement using deep learning: Overcoming the limitations of traditional methods

Automated zooplankton size measurement using deep learning: Overcoming the limitations of traditional methods

Zooplankton size is a crucial indicator in marine ecosystems, reflecting demographic structure, species diversity and trophic status. Traditional methods for measuring zooplankton size, which involve direct sampling and microscopic analysis, are laborious and time-consuming. In situ imaging systems...

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Bibliographic Details
Main Authors: Wenjie Zhang, Hongsheng Bi, Duansheng Wang, Xuemin Cheng, Zhonghua Cai, Kezhen Ying
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-02-01
Series:Frontiers in Marine Science
Subjects:
zooplankton size
deep learning
key point detection
plankton image
PlanktonScope
Online Access:https://www.frontiersin.org/articles/10.3389/fmars.2024.1341191/full

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