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building_feature_extraction

1) Training Data Request Preparation

Scripts:

  • query.py: request OSM data
  • 1_decompress.py: .pbf to .osm
  • Obtain boundary .kml file
  • 3_subregion.py: keep only the OSM data located inside the boundary
  • 4_filter_and_geotag.py: keep only OSM data with specific tags and geotag the data
  • sample_and_visualize.ipynb: obtain samples of each building type for training
  • infer_type.py: assign building type based on the number of connected buildings

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