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A New Generation of ResNet Model Based on Artificial Intelligence and Few Data Driven and Its Construction in Image Recognition Model

The paper proposes an A-ResNet model to improve ResNet. The residual attention module with shortcut connection is introduced to enhance the focus on the target object; the dropout layer is introduced to prevent the overfitting phenomenon and improve the recognition accuracy; the network architecture...

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Detalles Bibliográficos
Autores principales: Wang, Hao, Li, Ke, Xu, Chi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8957411/
https://www.ncbi.nlm.nih.gov/pubmed/35345803
http://dx.doi.org/10.1155/2022/5976155