Releases: mikel-brostrom/boxmot
Release v11.0.6
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
ReID trackers speedup by preallocating crops tensor. Makes the biggest difference when the number of detections is large.
Release v11.0.4
Use MPSExecutionProvider
when selecting MPS
as device with an ONNX model
Added EfficientDet notebook example
Release v11.0.3
More modular tests
Adopt camel-case standard for tracker names
Added Torchvision detection, segmentation and pose tracking examples
Release v11.0.2
Handle None and empty np (np.array([]))
inputs
Release v11.0.1
- 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
Auto evaluation for all trackers in CI on pre-computed standard detections and embeddings
Release v10.0.84
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
Implemented Height Modulated IoU (HMIoU) (https://arxiv.org/pdf/2308.00783)
Fix StrongSORT and test it in CI (#1627)
Release v10.0.82
- added args descriptions to all trackers
- optuna now upgraded to ray in evolve dependencies