Testing 3D Annotation Tools

Before you can train a supervised Deep Learning model, you must first label your data.

Today I am testing Intel OpenVINO’s CVAT and MATLAB’s Lidar Labeler annotation tools for 3D data. First impressions, CVAT makes it easier to navigate the point cloud, but a small bug makes it hard to place the initial cuboid, making things a little slower overall. Lidar Labeler’s navigation is a little more difficult, but because it has no bug when placing the cuboid, it overall becomes faster to use. CVAT being free, if they were to fix the bug, it would become the preferred tool for now.

#DeepLearning #MachineLearning #AI #SelfDrivingCars #LiDAR