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YOLOv8-16bit/ultralytics/tracker
History
Ayush Chaurasia 1cb92d7f42
`ultralytics 8.0.65` YOLOv8 Pose models (#1347) 		2 years ago
..
cfg `ultralytics 8.0.42` DDP fix and Docs updates (#1065) 2 years ago
trackers `ultralytics 8.0.56` PyTorch 2.0 support and minor fixes (#1538) 2 years ago
utils `ultralytics 8.0.58` new SimpleClass, fixes and updates (#1636) 2 years ago
README.md `ultralytics 8.0.42` DDP fix and Docs updates (#1065) 2 years ago
__init__.py `ultralytics 8.0.47` Docker and reformat updates (#1153) 2 years ago
track.py `ultralytics 8.0.65` YOLOv8 Pose models (#1347) 2 years ago

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",  # or '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.