Building Data set
Published: 12 July 2022| Version 2 | DOI: 10.17632/f6w8m4zhjh.2
Contributor:
Soheila BigdeliDescription
The current dataset is prepared to feed ML algorithms for finding emergency exits in buildings. Emergency exits are the two doors on each floor that connect an air-lock space to the stairwell, and the pattern is quite similar in most high-rise buildings. This led to the selection of the following two attributes: 'the distance to the nearest door' and 'the distance to the nearest stairwell'. The datasets comprise manually labeled data with 1732 door samples from four high-rise building models, containing 1517 'non-Emergency Exit' and 215 'Emergency Exit', each with the two mentioned attributes.
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Institutions
Universiteit Gent
Categories
Machine Learning