ultralytics-ascend/docs/en/reference/utils/metrics.md
Glenn Jocher 291883a23f
Engine Model and Results Docs improvements (#14564)
Signed-off-by: Glenn Jocher <glenn.jocher@ultralytics.com>
Co-authored-by: UltralyticsAssistant <web@ultralytics.com>
Co-authored-by: Felipe Parodi <fparodi@pennmedicine.upenn.edu>
2024-07-21 20:14:49 +02:00

2 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