Building Data set
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.