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Brain_Tumour_Detection / ultralytics /docs /en /reference /utils /instance.md
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A newer version of the Gradio SDK is available: 5.25.2

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metadata
description: >-
  Explore Ultralytics utilities for bounding boxes and instances, providing
  detailed documentation on handling bbox formats, conversions, and more.
keywords: >-
  Ultralytics, bounding boxes, Instances, bbox formats, conversions, AI, deep
  learning, YOLO, xyxy, xywh, ltwh

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