An ML approach to derive CAD models from Lidar point clouds
What we want to find out is whether machine learning can be trained to create an appropriate CAD model from only the Lidar point cloud, or a Lidar point cloud with some images, if it has been trained with CAD reconstructions that have been created by humans using all the methods mentioned above.
The first step towards this is to create a system for the creation of ground truth data that can be used in training the machine learning algorithm. This system must support humans in creating the CAD models from points clouds and images.
-Working on a real world application
-Collaboration with researchers
-Possibility to implement and research a novel approach
- Carsten Griwodz
- Michael Riegler
- Alex Alcocer, OsloMet, firstname.lastname@example.org
- Hugo Lewi Hammer, OsloMet, email@example.com