Obtaining deep learning models for automatic classification of leukocytes

In this work, the authors classify leukocyte images using the neural network architectures that won the annual ILSVRC competition. The classification of leukocytes is made using pretrained networks and the same networks trained from scratch in order to select the ones that achieve the best performan...

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Detalhes bibliográficos
Autor principal: Rodrigues, Pedro João (author)
Outros Autores: Igrejas, Getúlio (author), Beato, Romeu Ferreira (author)
Formato: bookPart
Idioma:eng
Publicado em: 2020
Assuntos:
Texto completo:http://hdl.handle.net/10198/22527
País:Portugal
Oai:oai:bibliotecadigital.ipb.pt:10198/22527