Table 1 Numerical data on the development of deep learning algorithms
Model Name | Number of Training Images | Number of Training Labels | Number of Validation Images | Number of Validation Labels | Number of Test Images | Number of Test Labels | Epoch | Learning Rate | Model |
|---|---|---|---|---|---|---|---|---|---|
Total Alveolar Bone Loss | 935 | 1878 | 93 | 186 | 93 | 187 | 800 | 0.0001 | U-Net |
Horizontal Bone Loss | 934 | 18,232 | 93 | 1786 | 93 | 1821 | 800 | 0.0001 | U-Net |
Vertical Bone Loss | 690 | 2869 | 69 | 287 | 69 | 308 | 800 | 0.00001 | U-Net |
Furcation Defect | 1619 | 2358 | 161 | 227 | 161 | 230 | 800 | 0.00001 | U-Net |