You can not select more than 25 topics
Topics must start with a letter or number, can include dashes ('-') and can be up to 35 characters long.
94 lines
1.6 KiB
94 lines
1.6 KiB
--- |
|
description: Explore Ultralytics YOLO metrics tools - from confusion matrix, detection metrics, pose metrics to box IOU. Learn how to compute and plot precision-recall curves. |
|
keywords: 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 |
|
<br><br> |
|
|
|
## Metric |
|
--- |
|
### ::: ultralytics.utils.metrics.Metric |
|
<br><br> |
|
|
|
## DetMetrics |
|
--- |
|
### ::: ultralytics.utils.metrics.DetMetrics |
|
<br><br> |
|
|
|
## SegmentMetrics |
|
--- |
|
### ::: ultralytics.utils.metrics.SegmentMetrics |
|
<br><br> |
|
|
|
## PoseMetrics |
|
--- |
|
### ::: ultralytics.utils.metrics.PoseMetrics |
|
<br><br> |
|
|
|
## ClassifyMetrics |
|
--- |
|
### ::: ultralytics.utils.metrics.ClassifyMetrics |
|
<br><br> |
|
|
|
## box_area |
|
--- |
|
### ::: ultralytics.utils.metrics.box_area |
|
<br><br> |
|
|
|
## bbox_ioa |
|
--- |
|
### ::: ultralytics.utils.metrics.bbox_ioa |
|
<br><br> |
|
|
|
## box_iou |
|
--- |
|
### ::: ultralytics.utils.metrics.box_iou |
|
<br><br> |
|
|
|
## bbox_iou |
|
--- |
|
### ::: ultralytics.utils.metrics.bbox_iou |
|
<br><br> |
|
|
|
## mask_iou |
|
--- |
|
### ::: ultralytics.utils.metrics.mask_iou |
|
<br><br> |
|
|
|
## kpt_iou |
|
--- |
|
### ::: ultralytics.utils.metrics.kpt_iou |
|
<br><br> |
|
|
|
## smooth_BCE |
|
--- |
|
### ::: ultralytics.utils.metrics.smooth_BCE |
|
<br><br> |
|
|
|
## smooth |
|
--- |
|
### ::: ultralytics.utils.metrics.smooth |
|
<br><br> |
|
|
|
## plot_pr_curve |
|
--- |
|
### ::: ultralytics.utils.metrics.plot_pr_curve |
|
<br><br> |
|
|
|
## plot_mc_curve |
|
--- |
|
### ::: ultralytics.utils.metrics.plot_mc_curve |
|
<br><br> |
|
|
|
## compute_ap |
|
--- |
|
### ::: ultralytics.utils.metrics.compute_ap |
|
<br><br> |
|
|
|
## ap_per_class |
|
--- |
|
### ::: ultralytics.utils.metrics.ap_per_class |
|
<br><br>
|
|
|