In recent years, there was great progress in the development of LIDAR detectors that resulted in huge amounts of raw data. LIDARs are now more accurate and provide a much higher resolution than even 10 years ago.
Our experiment showed that a combination of geometrical consideration and standard Python libraries can result in a significant reduction of efforts needed to categorize raw point cloud data for further usage.