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Merge develop clean#2

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florentinroeseler wants to merge 89 commits into
jazzyfrom
merge-develop-clean
Open

Merge develop clean#2
florentinroeseler wants to merge 89 commits into
jazzyfrom
merge-develop-clean

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Finaler merge von develop clean auf den jazzy branch

florentinroeseler and others added 30 commits October 28, 2025 16:04
- Added MultiObjectTracker class for managing multiple tracks and associating detections using Mahalanobis distance.
- Implemented prediction, association, update, and management of tracks.
- Created a tracking visualization node using PIL to visualize tracked objects and signs.
- Integrated ROS2 message handling for image and detection data.
- Added functionality to draw bounding boxes and labels for tracked objects and signs on the image.
- Included coordinate transformation for accurate visualization of world coordinates in pixel space.
- Implemented statistics tracking for monitoring the performance of the tracker.
- Updated max_distance parameter in tracking_params.yaml for stricter matching.
- Increased object_max_age and sign_max_age in object_tracking_node.py for improved tracking persistence.
- Deprecated global track ID counter in track.py; transitioned to instance-level ID management in MultiObjectTracker.
- Implemented track timeout handling and expanded canvas for visualization in tracking_visualization_node.py.
- Added velocity vector visualization for tracked objects.
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4 participants