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Dive into Ultralytics detailed utility guide. Learn about Bboxes, _ntuple and more from Ultralytics utils.instance module. Ultralytics, Bboxes, _ntuple, utility, ultralytics utils.instance

Reference for ultralytics/utils/instance.py

!!! note

Full source code for 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). Help us fix any issues you see by submitting a [Pull Request](/help/contributing/) 🛠️. Thank you 🙏!

::: ultralytics.utils.instance.Bboxes




::: ultralytics.utils.instance.Instances




::: ultralytics.utils.instance._ntuple