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description: >-
  Dive into Ultralytics detailed utility guide. Learn about Bboxes, _ntuple and
  more from Ultralytics utils.instance module.
keywords: Ultralytics, Bboxes, _ntuple, utility, ultralytics utils.instance

Reference for ultralytics/utils/instance.py

!!! Note

This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/utils/instance.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/utils/instance.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/utils/instance.py) 🛠️. Thank you 🙏!



::: ultralytics.utils.instance.Bboxes



::: ultralytics.utils.instance.Instances



::: ultralytics.utils.instance._ntuple