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Big Transfer Learning for Fine Art Classification

Automatic classification and retrieval of fine art collections have received much attention in recent years. In this article, we explore the applicability of convolutional neural networks (CNNs) for art-related image classification tasks. To examine how hyperparameters affect model performance, we u...

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Detalles Bibliográficos
Autores principales: Zhao, Wentao, Jiang, Wei, Qiu, Xinguo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9173940/
https://www.ncbi.nlm.nih.gov/pubmed/35685139
http://dx.doi.org/10.1155/2022/1764606