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[Feature] Support OC-SORT for MOT #545
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Codecov Report
@@ Coverage Diff @@
## master #545 +/- ##
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- Coverage 73.32% 72.83% -0.49%
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Files 131 132 +1
Lines 8191 8338 +147
Branches 1581 1604 +23
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+ Hits 6006 6073 +67
- Misses 1691 1757 +66
- Partials 494 508 +14
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We can merge this PR after finishing the following items:
- fix the comments and lint error
- align the training performance of OCSORT
- use
./tools/analysis/publish_model.py
to prepare the pre-trained weights of OCSORT - update the README.md and metafile.yml of OCSORT
configs/mot/ocsort/ocsort_yolox_x_crowdhuman_mot20-private-half.py
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configs/mot/ocsort/ocsort_yolox_x_crowdhuman_mot20-private-half.py
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Hi~@noahcao, just a kind reminder in case you forgot it :) |
* [WIP] support OC-SORT * fix config * implement OC-SORT, verified on MOT17-val * edit OC-SORT readme * fixed issue from code review suggestions * format fix * fix comments / format issues * add unit test for oc-sort * update mot17-reproduce results * fixed issue mentioned in open-mmlab/mmtracking#545 * resolve conflict * add trained weights and log * update ocsort metafile.yml * fix format * fix typo Co-authored-by: Jinkun Cao <[email protected]>
Support
Observation-Centric SORT: Rethinking SORT for Robust Multi-Object Tracking
(official code, arxiv).The implementation has been verified on the MOT17-val set.
[WIP]:
configs/mot/ocsort/README.md