Category: Building attribute

Image-based prediction of residential building attributes with deep learning

Building attribute, Building form, CSBE news, Machine learning, Urban sustainability

This study estimates building attributes—floor area and age—using image-based machine learning. Building age and floor area are key inputs to the studies of urban metabolism, material stocks and flows, and embodied greenhouse gases (GHGs) in the built environment....

Image-based prediction of residential building attributes with deep learning

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