Table 3. Summary of testing results (accuracy, data source, average precision, average recall) for different architectures.
Network | Data source | Accuracy | A. Precision | A. Recall |
---|---|---|---|---|
InceptionV3 | Synthetic images | 95.8 | 96.0 | 95.8 |
ResNet50 | Synthetic images | 93.8 | 93.9 | 93.8 |
VGG16 | Synthetic images | 83.2 | 84.6 | 83.2 |
InceptionV3 | Augmented real images | 64.5 | 75.7 | 64.5 |