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Releases: mikel-brostrom/boxmot

Release v11.0.6

22 Nov 09:07
3d6ed29
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Fix tracking with YOLOX by @Fleyderer in #1739
Fix evaluation using multiple YOLOs by @Fleyderer in #1733
Deleted unneeded --benchmark and --split args, only use --source by @mikel-brostrom and @Fleyderer in #1746
Fix GIoU bug: #1749

Release v11.0.5

20 Oct 20:02
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ReID trackers speedup by preallocating crops tensor. Makes the biggest difference when the number of detections is large.

Release v11.0.4

20 Oct 16:27
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Use MPSExecutionProvider when selecting MPS as device with an ONNX model
Added EfficientDet notebook example

Release v11.0.3

01 Oct 08:26
9b1ab41
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More modular tests
Adopt camel-case standard for tracker names
Added Torchvision detection, segmentation and pose tracking examples

Release v11.0.2

30 Sep 13:47
dc3ff39
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Handle None and empty np (np.array([])) inputs

Release v11.0.1

26 Sep 15:52
9acd77e
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  • BoundingBoxAssociator now a class that get initiated on first frame fed to tracker, as img size is needed for centroid association
  • centroid bug now fixed (#1671)
  • BoTSORT HOTA +0.5 boost by switching cmc to ecc

Release v11.0.0

24 Sep 09:52
7d05912
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Auto evaluation for all trackers in CI on pre-computed standard detections and embeddings

Release v10.0.84

18 Sep 22:15
965b5ec
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Cleanup duplicated MOT17 sequences
Fix lower StrongSORT performance (#1620)
StrongSORT tested in CI
Added splitting functionality for dataset
Auto benchmark for all trackers on MOT17 using a default Yolov8x model
Auto table update in README with benchmark results

Release v10.0.83

16 Sep 07:44
9085d16
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Implemented Height Modulated IoU (HMIoU) (https://arxiv.org/pdf/2308.00783)
Fix StrongSORT and test it in CI (#1627)

Release v10.0.82

07 Sep 09:45
eab85cd
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  • added args descriptions to all trackers
  • optuna now upgraded to ray in evolve dependencies