Existing point cloud semantic segmentation approaches do not perform well on details. especially for the boundary regions. However. supervised-learning-based methods depend on costly artificial annotations for performance improvement. https://www.markbroyard.com/quick-save-domeless-nail-quartz-angle-cut-10mm-female-fashion-quick-deal/