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yolov10/docs/reference/utils/metrics.md

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description keywords
Explore Ultralytics YOLO metrics tools - from confusion matrix, detection metrics, pose metrics to box IOU. Learn how to compute and plot precision-recall curves. Ultralytics, YOLO, YOLOv3, YOLOv4, metrics, confusion matrix, detection metrics, pose metrics, box IOU, mask IOU, plot precision-recall curves, compute average precision

ConfusionMatrix

::: ultralytics.utils.metrics.ConfusionMatrix



Metric

::: ultralytics.utils.metrics.Metric



DetMetrics

::: ultralytics.utils.metrics.DetMetrics



SegmentMetrics

::: ultralytics.utils.metrics.SegmentMetrics



PoseMetrics

::: ultralytics.utils.metrics.PoseMetrics



ClassifyMetrics

::: ultralytics.utils.metrics.ClassifyMetrics



box_area

::: ultralytics.utils.metrics.box_area



bbox_ioa

::: ultralytics.utils.metrics.bbox_ioa



box_iou

::: ultralytics.utils.metrics.box_iou



bbox_iou

::: ultralytics.utils.metrics.bbox_iou



mask_iou

::: ultralytics.utils.metrics.mask_iou



kpt_iou

::: ultralytics.utils.metrics.kpt_iou



smooth_BCE

::: ultralytics.utils.metrics.smooth_BCE



smooth

::: ultralytics.utils.metrics.smooth



plot_pr_curve

::: ultralytics.utils.metrics.plot_pr_curve



plot_mc_curve

::: ultralytics.utils.metrics.plot_mc_curve



compute_ap

::: ultralytics.utils.metrics.compute_ap



ap_per_class

::: ultralytics.utils.metrics.ap_per_class