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Fix bug: distance filtering resulting in unmatched tracking ids #15

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a1600012888 opened this issue Nov 22, 2022 · 0 comments
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@a1600012888
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Hi, I fixed a bug in the post processing step inNuScenesTrackDataset._format_bbox.

This bug will produce mis-matched tracking indexs, results in a large drop in AMOTA, but leaves the RECALL not changed too much.

The bug is cuased by

if radius > det_range:

tracking_id=str(det['track_ids'][i].item()),

When I removed the boxes that are out of the range, the tracking id need to be changed too.
Now I merge the tracking id, score into the new Class NuScenesTrackingBox: https://github.com/a1600012888/MUTR3D/blob/main/plugin/track/dataset.py#L796.
Then the mismatch of tracking ids caused from removing boxes is fixed.

dsx0511 pushed a commit to dsx0511/ADA-Track that referenced this issue May 14, 2024
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