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I've searched other issues and no duplicate issues were found.
I've agreed with the maintainers that I can plan this task.
Description
2D object tracking is common task and it may consistent in some scene compared to lidar/radar sensing.
I want to add new message like TrackedObjectsWithFeature to handle 2D tracking information.
Purpose
Current autoware can only handle 2D ROI information with DetectedObjectsWithFeature message and it results in the shortage for handling tracking information such as uuid or existence probability. (See bytetrack package for example. )
I think we need some alternative messages to handle 2D tracking message.
Possible approaches
For shortly, I think copying DetectedObjectWithFeature will be easy to implement and handle.
I suggest TrackedObjectWithFeature and TrackedObjectsWithFeature
Checklist
Description
2D object tracking is common task and it may consistent in some scene compared to lidar/radar sensing.
I want to add new message like
TrackedObjectsWithFeature
to handle 2D tracking information.Purpose
Current autoware can only handle 2D ROI information with
DetectedObjectsWithFeature
message and it results in the shortage for handling tracking information such as uuid or existence probability. (See bytetrack package for example. )I think we need some alternative messages to handle 2D tracking message.
Possible approaches
For shortly, I think copying
DetectedObjectWithFeature
will be easy to implement and handle.I suggest
TrackedObjectWithFeature
andTrackedObjectsWithFeature
TrackedObjectWithFeature
TrackedObjectsWithFeature
c.f. TrackedObject includes minimum information like object_id and existence_probability.
Definition of done
Close when new message definition is available.
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