A localization strategy combined with transfer learning for image annotation

This study aims to solve the overfitting problem caused by insufficient labeled images in the automatic image annotation field. We propose a transfer learning model called CNN-2L that incorporates the label localization strategy described in this study. The model consists of an InceptionV3 network p...

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Detalles Bibliográficos
Autores principales: Chen, Zhiqiang, Rajamanickam, Leelavathi, Cao, Jianfang, Zhao, Aidi, Hu, Xiaohui
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2021
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8654185/
https://www.ncbi.nlm.nih.gov/pubmed/34879097
http://dx.doi.org/10.1371/journal.pone.0260758

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8654185/
https://www.ncbi.nlm.nih.gov/pubmed/34879097
http://dx.doi.org/10.1371/journal.pone.0260758

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