Annotation-free learning of plankton for classification and anomaly detection

Abstract The acquisition of increasingly large plankton digital image datasets requires automatic methods of recognition and classification. As data size and collection speed increases, manual annotation and database representation are often bottlenecks for utilization of machine learning algorithms...

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Bibliographic Details
Main Authors: Vito P. Pastore, Thomas G. Zimmerman, Sujoy K. Biswas, Simone Bianco
Format: Article
Language:English
Published: Nature Publishing Group 2020-07-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-020-68662-3