
3D Point Cloud Annotation: Techniques, Formats and QA
Cuboids that face backward, boxes that float above the road, formats nobody documented. We walk through how production teams label LiDAR and photogrammetry point clouds, the file formats that actually matter, and the geometry checks that catch bad labels before training.