Well-designed tools to support large number of classes of interest.
Consensus models to verify each of the annotations by multiple users for label accuracy & annotation perfection.
Recursive checks from multiple users to detect all the objects of interest in the frame.
Get 3D coordinates, yaw, heading and tracklets of objects accurate up to 1cm with 3D boxes.
Leverage this data to understand how objects are moving in the environment
Polyline annotation in 3D point cloud data is used to provide guided navigation path and edge case delimiters during the navigation for such situations
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