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docs/how_to/detect_and_annotate.md
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Supervision offers a streamlined solution to effortlessly annotate predictions from a
range of object detection and segmentation models. This guide demonstrates how to
execute inference using the YOLOv8 model with either the
[Inference](https://github.com/roboflow/inference) or
[Ultralytics](https://github.com/ultralytics/ultralytics) packages. Following this,
you'll learn how to import these predictions into Supervision for image annotation
Supervision offers a streamlined solution to effortlessly annotate predictions from a
range of object detection and segmentation models. This guide demonstrates how to
execute inference using the YOLOv8 model with either the
[Inference](https://github.com/roboflow/inference) or
[Ultralytics](https://github.com/ultralytics/ultralytics) packages. Following this,
you'll learn how to import these predictions into Supervision for image annotation
purposes.
## Run Inference