Table 3.
Accuracy for a model with fine-tuned weights
Optimizer | Visible |
IR |
Full Spectrum |
|||
---|---|---|---|---|---|---|
Accuracy | AUC | Accuracy | AUC | Accuracy | AUC | |
VGG16 | ||||||
Adam | 97.3 | 0.986 | 99.7 | 0.993 | 99.1 | 1.000 |
SGD | 97.6 | 0.985 | 99.7 | 0.986 | 99.4 | 1.000 |
AdaGrad | 97.3 | 0.986 | 99.7 | 1.000 | 99.1 | 1.000 |
ResNet50 | ||||||
Adam | 0.0 | – | 0.3 | – | 0.0 | – |
SGD | 97.9 | 0.991 | 99.7 | 0.998 | 99.1 | 1.000 |
AdaGrad | 97.9 | 0.994 | 98.4 | 0.988 | 99.1 | 0.990 |