Releases: mikel-brostrom/boxmot
Releases · mikel-brostrom/boxmot
Release v10.0.45
Increase reid mutlibackend preprocessing robustness by clipping the detections to ((0, w), (0, h)) by @Justin900429 in #1187. This error may arise if the detector generates bboxes that ends outside the input image. It happens when the detector has been trained, not following best practices (clean up your ground truth, clip the output of the model...).
Release v10.0.44
Fix deprecated: np.float, np.int & np.bool in TrackEval
Improve BoTSORT's 2nd matching index by @Justin900429 in #1180
Release v10.0.43
- Association bug in OCSORT and DeepOCSORT reported here fixed
- Previous metrics
Tracker | HOTA↑ | MOTA↑ | IDF1↑ |
---|---|---|---|
DeepOCSORT | 77.2 | 77.9 | 88.8 |
OCSORT | 76.9 | 78.0 | 88.5 |
- After fix
Tracker | HOTA↑ | MOTA↑ | IDF1↑ |
---|---|---|---|
DeepOCSORT | 77.4 | 78.4 | 89.0 |
OCSORT | 77.4 | 78.4 | 89.0 |
Release v10.0.42
- ReID multibackend output is now L2 normalized. This fixed the lower DeepOCSORT performance than OCSORT
- Updated DeepOCSORT metrics in README
Release v10.0.41
Release v10.0.40
- Metrics available
- Fix #1083
Release v10.0.39
Enable per class tracking in HybridSORT
Release v10.0.38
HybridSORT available
Release v10.0.37
- added
--vid-stride
arg - added
--save-txt
args - Minimize BOTSORT bbox operations
- Adapt per class tracking to new output shape (X, 7) --> (X, 8)
Release v10.0.36
- Fix catastrophic OCSORT
det_ind
bug (#1080) - Minimize ByteTrack bbox operations
- Adapt BOTSORT to IoU matching changes