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ultralytics/docs/en/reference/utils/tal.md
Glenn Jocher f2d3aed634
ultralytics 8.4.0 YOLO26 Models Release (#23176) 
Signed-off-by: Glenn Jocher <glenn.jocher@ultralytics.com>
Co-authored-by: Laughing-q <1185102784@qq.com>
Co-authored-by: UltralyticsAssistant <web@ultralytics.com>
2026-01-14 03:44:38 +00:00

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Explore the TaskAlignedAssigner in Ultralytics YOLO. Learn about the TaskAlignedMetric and its applications in object detection. Ultralytics, YOLO, TaskAlignedAssigner, object detection, machine learning, AI, Tal.py, PyTorch

Reference for ultralytics/utils/tal.py

!!! success "Improvements"

This page is sourced from [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/utils/tal.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/utils/tal.py). Have an improvement or example to add? Open a [Pull Request](https://docs.ultralytics.com/help/contributing/) — thank you! 🙏

::: ultralytics.utils.tal.TaskAlignedAssigner




::: ultralytics.utils.tal.RotatedTaskAlignedAssigner




::: ultralytics.utils.tal.make_anchors




::: ultralytics.utils.tal.dist2bbox




::: ultralytics.utils.tal.bbox2dist




::: ultralytics.utils.tal.dist2rbox




::: ultralytics.utils.tal.rbox2dist