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Roof type classification with innovative machine learning approaches

Recently, convolutional neural network-based methods have been used extensively for roof type classification on images taken from space. The most important problem with classification processes using these methods is that it requires a large amount of training data. Usually, one or a few images are...

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Detalles Bibliográficos
Autores principales: Ölçer, Naim, Ölçer, Didem, Sümer, Emre
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10280681/
https://www.ncbi.nlm.nih.gov/pubmed/37346633
http://dx.doi.org/10.7717/peerj-cs.1217