Classification of Building Information Model (BIM) Structures with Deep Learning

1 Aug 2018Francesco LomioRicardo FarinhaMauri LaasonenHeikki Huttunen

In this work we study an application of machine learning to the construction industry and we use classical and modern machine learning methods to categorize images of building designs into three classes: Apartment building, Industrial building or Other. No real images are used, but only images extracted from Building Information Model (BIM) software, as these are used by the construction industry to store building designs... (read more)

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