ContextQMD
Back to Ultralytics

Reference for `ultralytics/utils/metrics.py`

docs/en/reference/utils/metrics.md

8.4.461.7 KB
Original Source

Reference for ultralytics/utils/metrics.py

!!! success "Improvements"

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

::: ultralytics.utils.metrics.ConfusionMatrix

<hr>

::: ultralytics.utils.metrics.Metric

<hr>

::: ultralytics.utils.metrics.DetMetrics

<hr>

::: ultralytics.utils.metrics.SegmentMetrics

<hr>

::: ultralytics.utils.metrics.PoseMetrics

<hr>

::: ultralytics.utils.metrics.ClassifyMetrics

<hr>

::: ultralytics.utils.metrics.OBBMetrics

<hr>

::: ultralytics.utils.metrics.bbox_ioa

<hr>

::: ultralytics.utils.metrics.box_iou

<hr>

::: ultralytics.utils.metrics.bbox_iou

<hr>

::: ultralytics.utils.metrics.mask_iou

<hr>

::: ultralytics.utils.metrics.kpt_iou

<hr>

::: ultralytics.utils.metrics._get_covariance_matrix

<hr>

::: ultralytics.utils.metrics.probiou

<hr>

::: ultralytics.utils.metrics.batch_probiou

<hr>

::: ultralytics.utils.metrics.smooth_bce

<hr>

::: ultralytics.utils.metrics.smooth

<hr>

::: ultralytics.utils.metrics.plot_pr_curve

<hr>

::: ultralytics.utils.metrics.plot_mc_curve

<hr>

::: ultralytics.utils.metrics.compute_ap

<hr>

::: ultralytics.utils.metrics.ap_per_class