yolov10/docs/reference/yolo/utils/metrics.md

description	keywords
Explore Ultralytics YOLO's FocalLoss, DetMetrics, PoseMetrics, ClassifyMetrics, and more with Ultralytics Metrics documentation.	YOLOv5, metrics, losses, confusion matrix, detection metrics, pose metrics, classification metrics, intersection over area, intersection over union, keypoint intersection over union, average precision, per class average precision, Ultralytics Docs

ConfusionMatrix

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::: ultralytics.yolo.utils.metrics.ConfusionMatrix

Metric

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::: ultralytics.yolo.utils.metrics.Metric

DetMetrics

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::: ultralytics.yolo.utils.metrics.DetMetrics

SegmentMetrics

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::: ultralytics.yolo.utils.metrics.SegmentMetrics

PoseMetrics

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::: ultralytics.yolo.utils.metrics.PoseMetrics

ClassifyMetrics

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::: ultralytics.yolo.utils.metrics.ClassifyMetrics

box_area

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::: ultralytics.yolo.utils.metrics.box_area

bbox_ioa

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::: ultralytics.yolo.utils.metrics.bbox_ioa

box_iou

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::: ultralytics.yolo.utils.metrics.box_iou

bbox_iou

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::: ultralytics.yolo.utils.metrics.bbox_iou

mask_iou

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::: ultralytics.yolo.utils.metrics.mask_iou

kpt_iou

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::: ultralytics.yolo.utils.metrics.kpt_iou

smooth_BCE

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::: ultralytics.yolo.utils.metrics.smooth_BCE

smooth

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::: ultralytics.yolo.utils.metrics.smooth

plot_pr_curve

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::: ultralytics.yolo.utils.metrics.plot_pr_curve

plot_mc_curve

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::: ultralytics.yolo.utils.metrics.plot_mc_curve

compute_ap

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::: ultralytics.yolo.utils.metrics.compute_ap

ap_per_class

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::: ultralytics.yolo.utils.metrics.ap_per_class