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yolov10/ultralytics/tracker
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Laughing ed6c54da7a
Integrate ByteTracker and BoT-SORT trackers (#788) 
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: Glenn Jocher <glenn.jocher@ultralytics.com>
Co-authored-by: Ayush Chaurasia <ayush.chaurarsia@gmail.com>
2023-02-15 20:23:03 +04:00
..
cfg
Integrate ByteTracker and BoT-SORT trackers (#788)
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trackers
Integrate ByteTracker and BoT-SORT trackers (#788)
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utils
Integrate ByteTracker and BoT-SORT trackers (#788)
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__init__.py
Integrate ByteTracker and BoT-SORT trackers (#788)
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README.md
Integrate ByteTracker and BoT-SORT trackers (#788)
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track.py
Integrate ByteTracker and BoT-SORT trackers (#788)
2023-02-15 20:23:03 +04:00

README.md

Tracker

Trackers

  • ByteTracker
  • BoT-SORT

Usage

python interface:

from ultralytics import YOLO

model = YOLO("yolov8n.pt")  # or a segmentation model .i.e yolov8n-seg.pt
model.track(
    source="video/streams",
    stream=True,
    tracker="botsort.yaml/bytetrack.yaml",
    ...,
)

cli:

yolo detect track source=... tracker=...
yolo segment track source=... tracker=...

By default, trackers will use the configuration in ultralytics/tracker/cfg. We also support using a modified tracker config file. Please refer to the tracker config files in ultralytics/tracker/cfg.