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DVCLive allows you to add experiment tracking capabilities to your Ultralytics YOLO v8 projects.


If you have dvclive installed, the DVCLive callback will be used for tracking experiments and logging metrics, parameters, plots and the best model automatically.

$ pip install dvclive ultralytics
$ yolo train model=yolov8n.pt data=coco8.yaml epochs=5 imgsz=640

Here is how the logged metrics, parameters, and model look in the DVC Studio Project Table:

YOLO Studio Table

And the plots in the DVC Studio Plots Panel:

YOLO Studio Plots


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