ultralytics-ascend/docs/reference/utils/metrics.md

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

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::: ultralytics.utils.metrics.ConfusionMatrix

Metric

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::: ultralytics.utils.metrics.Metric

DetMetrics

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::: ultralytics.utils.metrics.DetMetrics

SegmentMetrics

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::: ultralytics.utils.metrics.SegmentMetrics

PoseMetrics

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::: ultralytics.utils.metrics.PoseMetrics

ClassifyMetrics

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::: ultralytics.utils.metrics.ClassifyMetrics

box_area

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::: ultralytics.utils.metrics.box_area

bbox_ioa

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::: ultralytics.utils.metrics.bbox_ioa

box_iou

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::: ultralytics.utils.metrics.box_iou

bbox_iou

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::: ultralytics.utils.metrics.bbox_iou

mask_iou

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::: ultralytics.utils.metrics.mask_iou

kpt_iou

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::: ultralytics.utils.metrics.kpt_iou

smooth_BCE

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::: ultralytics.utils.metrics.smooth_BCE

smooth

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::: ultralytics.utils.metrics.smooth

plot_pr_curve

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::: ultralytics.utils.metrics.plot_pr_curve

plot_mc_curve

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::: ultralytics.utils.metrics.plot_mc_curve

compute_ap

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::: ultralytics.utils.metrics.compute_ap

ap_per_class

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::: ultralytics.utils.metrics.ap_per_class