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A newer version of the Gradio SDK is available: 5.22.0

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metadata
description: >-
  Discover details for "HungarianMatcher" & "inverse_sigmoid" functions in
  Ultralytics YOLO, advanced tools supporting detection models.
keywords: >-
  Ultralytics, YOLO, HungarianMatcher, inverse_sigmoid, detection models, model
  utilities, ops

Reference for ultralytics/models/utils/ops.py

!!! Note

This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/utils/ops.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/utils/ops.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/models/utils/ops.py) 🛠️. Thank you 🙏!



::: ultralytics.models.utils.ops.HungarianMatcher



::: ultralytics.models.utils.ops.get_cdn_group