feat(multi_object_tracker): enable to track large/small size object #5858
+55
−4
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
Description
Problem statement
Multi object tracker sometimes fails to track too large or small object due to size gate in association.
Currently, large/small objects are purged from association process so it will not appeared tracker output.
How should we manage large/small objects?
How this PR works
This PR enables to track such objects as UNKNOWN class by replacing the object class when its size is not fit to the gate condition.
Related links
Partly reused the PR #5751.
Tests performed
Tested with Lsim.
Notes for reviewers
Interface changes
Effects on system behavior
Pre-review checklist for the PR author
The PR author must check the checkboxes below when creating the PR.
In-review checklist for the PR reviewers
The PR reviewers must check the checkboxes below before approval.
Post-review checklist for the PR author
The PR author must check the checkboxes below before merging.
After all checkboxes are checked, anyone who has write access can merge the PR.