Point cloud data has emerged as a valuable source of information in the construction industry. Conventional methods for generating Building Information Models (BIMs) can be intensive. Digitalization of BIM generation from point clouds offers a promising solution to mitigate these challenges. By analyzing the 3D geometry and attributes contained wit