yolov8-to/docs/reference/utils/tal.md

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 🙏!

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::: ultralytics.utils.tal.TaskAlignedAssigner

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::: ultralytics.utils.tal.select_candidates_in_gts

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::: ultralytics.utils.tal.select_highest_overlaps

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::: ultralytics.utils.tal.make_anchors

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::: ultralytics.utils.tal.dist2bbox

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::: ultralytics.utils.tal.bbox2dist