A simple viewer for pointclouds in augmented reality. The viewer is based on SceneKit and AR Kit and at the moment approximately 1.5 million points can be displayed simultaneously on a iPhone X.
Fig. 1 Example Video
The app first detects anchor points of surfaces and then attaches the pointcloud onto this surface.
Fig. 2 Example cloud on markers