Overview
Categories
Contrasts
Cases
Data Filtering
High level graphical depictions of the system performance
This confusion matrix shows the main confusions made by the classifier
This maps image classes and labels into a common space, where highly confused classes appear in similar locations in space
See examples of class/label comparisons
Ground truth class:
1
Classification label:
1
What to explore?
Random cases
Most like ground truth
Least like ground truth
Most like label
Least like label
Compare two classes and labels
Class1:
0
1
2
3
4
5
6
7
8
9
Label1:
0
1
2
3
4
5
6
7
8
9
Class2:
0
1
2
3
4
5
6
7
8
9
Label2:
0
1
2
3
4
5
6
7
8
9
What to explore?
Random cases
Worst match to contrast
Best match to contrast
Select case and see similar images
Selected Case:
1
2
3
4
5
6
7
8
9
10
or manually enter case ID
Browse errors only
Select options to explore
Show random cases that match class and label
Show random correct cases
Show random error cases that match class but not label
Show closest correct examples
Show closest incorrect examples
Show closest class/label matches
Resample
100
/
100
100%