NN type | Training set | Predicting set | % Accuracy of size prediction | % Accuracy of location prediction |
Conventional NN | Original | Original + thickness varying | 35.5% | 57.2% |
Conventional NN | Original + thickness varying | Original + thickness varying | 95.8% | 97.0% |
SN-M NN with original architecture | Original | Original + thickness varying | 79.0% | 70.6 |
SN-M NN with re-optimized architecture | Original | Original + thickness varying | 86.8% | 79.0% |
SN-D NN with nominal optimal architecture | Original | Original + thickness varying | 87.3% | 93.1% |
SN-D NN with re-optimized architecture | Original | Original + thickness varying | 92.2% | 91.2% |