Improving Accuracy and Speeding Up Document Image Classification Through Parallel Systems

This paper presents a study showing the benefits of the EfficientNet models compared with heavier Convolutional Neural Networks (CNNs) in the Document Classification task, essential problem in the digitalization process of institutions. We show in the RVL-CDIP dataset that we can improve previous re...

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Detalles Bibliográficos
Autores principales: Ferrando, Javier, Domínguez, Juan Luis, Torres, Jordi, García, Raúl, García, David, Garrido, Daniel, Cortada, Jordi, Valero, Mateo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7302855/
http://dx.doi.org/10.1007/978-3-030-50417-5_29

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7302855/
http://dx.doi.org/10.1007/978-3-030-50417-5_29

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