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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
