Automatic labeling of fish species using deep learning across different classification strategies

Automatic labeling of fish species using deep learning across different classification strategies

Convolutional neural networks (CNNs) have revolutionized image recognition. Their ability to identify complex patterns, combined with learning transfer techniques, has proven effective in multiple fields, such as image classification. In this article we propose to apply a two-step methodology for im...

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Bibliographic Details
Main Authors: Javier Jareño, Guillermo Bárcena-González, Jairo Castro-Gutiérrez, Remedios Cabrera-Castro, Pedro L. Galindo
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-02-01
Series:Frontiers in Computer Science
Subjects:
supervised learning
classification
fish species
SVM
LDA
deep learning
Online Access:https://www.frontiersin.org/articles/10.3389/fcomp.2024.1326452/full

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