ultralytics-ascend/docs/en/reference/utils/metrics.md
Glenn Jocher 2684bcdc7d
Update HUB SDK Docs (#13309)
Signed-off-by: Glenn Jocher <glenn.jocher@ultralytics.com>
Co-authored-by: UltralyticsAssistant <web@ultralytics.com>
2024-06-02 21:39:34 +02:00

1.9 KiB

description keywords
Explore detailed metrics and utility functions for model validation and performance analysis with Ultralytics' metrics module. Ultralytics, metrics, model validation, performance analysis, IoU, confusion matrix

Reference for ultralytics/utils/metrics.py

!!! Note

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



::: ultralytics.utils.metrics.ConfusionMatrix



::: ultralytics.utils.metrics.Metric



::: ultralytics.utils.metrics.DetMetrics



::: ultralytics.utils.metrics.SegmentMetrics



::: ultralytics.utils.metrics.PoseMetrics



::: ultralytics.utils.metrics.ClassifyMetrics



::: ultralytics.utils.metrics.OBBMetrics



::: ultralytics.utils.metrics.bbox_ioa



::: ultralytics.utils.metrics.box_iou



::: ultralytics.utils.metrics.bbox_iou



::: ultralytics.utils.metrics.mask_iou



::: ultralytics.utils.metrics.kpt_iou



::: ultralytics.utils.metrics._get_covariance_matrix



::: ultralytics.utils.metrics.probiou



::: ultralytics.utils.metrics.batch_probiou



::: ultralytics.utils.metrics.smooth_BCE



::: ultralytics.utils.metrics.smooth



::: ultralytics.utils.metrics.plot_pr_curve



::: ultralytics.utils.metrics.plot_mc_curve



::: ultralytics.utils.metrics.compute_ap



::: ultralytics.utils.metrics.ap_per_class