| Models | Validation | Test | ||
|---|---|---|---|---|
| Baseline | 77.48% | 76.54% | 11 layers | 2,124,839 |
| VGG16 | 79.82% | 79.64% | 23 layers | 14,980,935 |
| Inception V3 | 86.92% | 86.826% | _ | _ |
| DenseNet 201 | 86.696% | 87.725% | _ | _ |
| Ensemble of fully-fine-tuned Inception V3 and DenseNet 201 | 88.8% | 88.52% | _ | _ |
| Models | Validation | Test | ||
|---|---|---|---|---|
| Baseline | 77.48% | 76.54% | 11 layers | 2,124,839 |
| VGG16 | 79.82% | 79.64% | 23 layers | 14,980,935 |
| Inception V3 | 86.92% | 86.826% | _ | _ |
| DenseNet 201 | 86.696% | 87.725% | _ | _ |
| Ensemble of fully-fine-tuned Inception V3 and DenseNet 201 | 88.8% | 88.52% | _ | _ |