Table 1.
Overview of the included pixelwise annotations for the training set (N = 16,679 images), validation set (N = 500 images), and the independent test set (N = 1000 images).
Diagnostic category | Number of annotations | |||
---|---|---|---|---|
Training set | Validation set | Test set | Total | |
Caries | ||||
Non-cavitation | 16,185 | 501 | 1058 | 17,744 |
Grayish translucency | 954 | 29 | 67 | 1050 |
Enamel breakdown | 1001 | 33 | 70 | 1104 |
Dentin cavity | 5046 | 155 | 316 | 5517 |
Fully destructed tooth | 868 | 27 | 50 | 945 |
Molar–incisor hypomineralization (chalky teeth) | ||||
Demarcated opacity | 5817 | 180 | 329 | 6326 |
Enamel disintegration | 1143 | 35 | 69 | 1247 |
Atypical restoration | 721 | 22 | 34 | 777 |
Total | 31,735 | 982 | 1993 | 34,710 |