Convolutional neural networks and vision transformers for Plankton Classification

Convolutional neural networks and vision transformers for Plankton Classification

In this paper, we present a study on plankton classification for automated underwater ecosystems monitoring. The study considers the creation of ensembles combining different Convolutional Neural Network (CNN) models and transformer architectures to understand whether different optimization algorith...

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Bibliographic Details
Main Authors: Loris Nanni, Alessandra Lumini, Leonardo Barcellona, Stefano Ghidoni
Format: Article
Language:English
Published: Elsevier 2025-12-01
Series:Ecological Informatics
Subjects:
Plankton
Neural networks
Ensemble
Transformers
Online Access:http://www.sciencedirect.com/science/article/pii/S157495412500281X
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