Yolov5 DeepSort Pytorch Versions Save

BoxMOT: pluggable SOTA tracking modules for segmentation, object detection and pose estimation models

v10.0.45

6 months ago

Increase reid mutlibackend preprocessing robustness by clipping the detections to ((0, w), (0, h)) by @Justin900429 in https://github.com/mikel-brostrom/yolo_tracking/pull/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...).

v10.0.44

6 months ago

Fix deprecated: np.float, np.int & np.bool in TrackEval Improve BoTSORT's 2nd matching index by @Justin900429 in https://github.com/mikel-brostrom/yolo_tracking/pull/1180

v10.0.43

8 months ago
  • 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

v10.0.42

9 months ago
  • ReID multibackend output is now L2 normalized. This fixed the lower DeepOCSORT performance than OCSORT
  • Updated DeepOCSORT metrics in README

v10.0.41

9 months ago

Fix Hybridsort import by @Matesanz in https://github.com/mikel-brostrom/yolo_tracking/pull/1091

v10.0.40

9 months ago

v10.0.39

9 months ago

Enable per class tracking in HybridSORT

v10.0.38

9 months ago

HybridSORT available

v10.0.37

9 months ago
  • added --vid-stride arg
  • added --save-txt args
  • Minimize BOTSORT bbox operations
  • Adapt per class tracking to new output shape (X, 7) --> (X, 8)

v10.0.36

9 months ago