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yolov10/docs/reference/yolo/utils/metrics.md
Glenn Jocher d1107ca4cb
ultralytics 8.0.97 confusion matrix, windows, docs updates (#2511) 
Co-authored-by: Yonghye Kwon <developer.0hye@gmail.com>
Co-authored-by: Dowon <ks2515@naver.com>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: Laughing <61612323+Laughing-q@users.noreply.github.com>
2023-05-09 21:20:34 +02:00

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description
Explore Ultralytics YOLO's FocalLoss, DetMetrics, PoseMetrics, ClassifyMetrics, and more with Ultralytics Metrics documentation.

FocalLoss

:::ultralytics.yolo.utils.metrics.FocalLoss

ConfusionMatrix

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

Metric

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

DetMetrics

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

SegmentMetrics

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

PoseMetrics

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

ClassifyMetrics

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

box_area

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

bbox_ioa

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

box_iou

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

bbox_iou

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

mask_iou

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

kpt_iou

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

smooth_BCE

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

smooth

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

plot_pr_curve

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

plot_mc_curve

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

compute_ap

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

ap_per_class

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