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Update prediction Results docs (#4139)

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Glenn Jocher 2023-08-03 18:44:40 +02:00 • committed by GitHub
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docs/reference/utils/metrics.md
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@ -3,92 +3,80 @@ description: Explore Ultralytics YOLO metrics tools - from confusion matrix, det
keywords: Ultralytics, YOLO, YOLOv3, YOLOv4, metrics, confusion matrix, detection metrics, pose metrics, box IOU, mask IOU, plot precision-recall curves, compute average precision
---
## ConfusionMatrix
# Reference for `ultralytics/utils/metrics.py`
!!! note
Full source code for this file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/utils/metrics.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/utils/metrics.py).
---
### ::: ultralytics.utils.metrics.ConfusionMatrix
## ::: ultralytics.utils.metrics.ConfusionMatrix
<br><br>
## Metric
---
### ::: ultralytics.utils.metrics.Metric
## ::: ultralytics.utils.metrics.Metric
<br><br>
## DetMetrics
---
### ::: ultralytics.utils.metrics.DetMetrics
## ::: ultralytics.utils.metrics.DetMetrics
<br><br>
## SegmentMetrics
---
### ::: ultralytics.utils.metrics.SegmentMetrics
## ::: ultralytics.utils.metrics.SegmentMetrics
<br><br>
## PoseMetrics
---
### ::: ultralytics.utils.metrics.PoseMetrics
## ::: ultralytics.utils.metrics.PoseMetrics
<br><br>
## ClassifyMetrics
---
### ::: ultralytics.utils.metrics.ClassifyMetrics
## ::: ultralytics.utils.metrics.ClassifyMetrics
<br><br>
## box_area
---
### ::: ultralytics.utils.metrics.box_area
## ::: ultralytics.utils.metrics.box_area
<br><br>
## bbox_ioa
---
### ::: ultralytics.utils.metrics.bbox_ioa
## ::: ultralytics.utils.metrics.bbox_ioa
<br><br>
## box_iou
---
### ::: ultralytics.utils.metrics.box_iou
## ::: ultralytics.utils.metrics.box_iou
<br><br>
## bbox_iou
---
### ::: ultralytics.utils.metrics.bbox_iou
## ::: ultralytics.utils.metrics.bbox_iou
<br><br>
## mask_iou
---
### ::: ultralytics.utils.metrics.mask_iou
## ::: ultralytics.utils.metrics.mask_iou
<br><br>
## kpt_iou
---
### ::: ultralytics.utils.metrics.kpt_iou
## ::: ultralytics.utils.metrics.kpt_iou
<br><br>
## smooth_BCE
---
### ::: ultralytics.utils.metrics.smooth_BCE
## ::: ultralytics.utils.metrics.smooth_BCE
<br><br>
## smooth
---
### ::: ultralytics.utils.metrics.smooth
## ::: ultralytics.utils.metrics.smooth
<br><br>
## plot_pr_curve
---
### ::: ultralytics.utils.metrics.plot_pr_curve
## ::: ultralytics.utils.metrics.plot_pr_curve
<br><br>
## plot_mc_curve
---
### ::: ultralytics.utils.metrics.plot_mc_curve
## ::: ultralytics.utils.metrics.plot_mc_curve
<br><br>
## compute_ap
---
### ::: ultralytics.utils.metrics.compute_ap
## ::: ultralytics.utils.metrics.compute_ap
<br><br>
## ap_per_class
---
### ::: ultralytics.utils.metrics.ap_per_class
## ::: ultralytics.utils.metrics.ap_per_class
<br><br>