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Identifying patterns in urban housing density in developing countries using convolutional networks and satellite imagery

The use of Deep Neural Networks for remote sensing scene image analysis is growing fast. Despite this, data sets on developing countries are conspicuously absent in the public domain for benchmarking machine learning algorithms, rendering existing data sets unrepresentative. Secondly, current litera...

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Detalles Bibliográficos
Autores principales: Sanya, Rahman, Mwebaze, Ernest
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7725730/
https://www.ncbi.nlm.nih.gov/pubmed/33319091
http://dx.doi.org/10.1016/j.heliyon.2020.e05617