Intersection over Union (IoU)
GPTKB entity
Statements (18)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:Metric
|
| gptkbp:alsoKnownAs |
gptkb:Jaccard_Index
|
| gptkbp:firstDescribed |
early 20th century
|
| gptkbp:form |
IoU = Area of Overlap / Area of Union
|
| https://www.w3.org/2000/01/rdf-schema#label |
Intersection over Union (IoU)
|
| gptkbp:lowerValueMeans |
less similarity
|
| gptkbp:measures |
overlap between two regions
|
| gptkbp:originatedIn |
gptkb:Paul_Jaccard
|
| gptkbp:range |
0 to 1
|
| gptkbp:usedFor |
bounding box comparison
evaluating model performance segmentation mask comparison |
| gptkbp:usedIn |
computer vision
image segmentation object detection |
| gptkbp:valuation |
greater similarity
|
| gptkbp:bfsParent |
gptkb:Image_Segmentation
|
| gptkbp:bfsLayer |
6
|