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The need for training and benchmark datasets for convolutional neural networks in flood applications

Flood-related image datasets from social media, smartphones, CCTV cameras, and unmanned aerial vehicles (UAVs) present valuable data for the management of flood risk, and particularly for the application of modern convolutional neural networks (CNNs) to specific flood-related problems such as flood...

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Detalles Bibliográficos
Principais autores: Abdou Khouakhi, Joanna Zawadzka, Ian Truckell
Formato: Artigo
Idioma:Inglês
Publicado: Elsevier 2022-06-01
Series:Hydrology Research
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Acceso en liña:http://hr.iwaponline.com/content/53/6/795
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