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VGG16_Sign_Verification / SignatureDetection /ultralytics /docs /reference /utils /tal.md
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metadata 
description: >-
  Explore Ultralytics utilities for optimized task assignment, bounding box
  creation, and distance calculation. Learn more about algorithm
  implementations.
keywords: >-
  Ultralytics, task aligned assigner, select highest overlaps, make anchors,
  dist2bbox, bbox2dist, utilities, algorithm

Reference for ultralytics/utils/tal.py

!!! note

Full source code for this file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/utils/tal.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/utils/tal.py). Help us fix any issues you see by submitting a [Pull Request](https://docs.ultralytics.com/help/contributing/) 🛠️. Thank you 🙏!

::: ultralytics.utils.tal.TaskAlignedAssigner



::: ultralytics.utils.tal.select_candidates_in_gts



::: ultralytics.utils.tal.select_highest_overlaps



::: ultralytics.utils.tal.make_anchors



::: ultralytics.utils.tal.dist2bbox



::: ultralytics.utils.tal.bbox2dist