Table 5.
Comparison of obtained performance metrics.
| Model | Accuracy | Precision | Recall | F1-Score | Training Epochs |
|---|---|---|---|---|---|
| AlexNet | 76% | 77% | 68% | 72% | 49 |
| SqueezeNet | 72% | 68% | 71% | 70% | 26 |
| MobileNet V3 | 60% | 54% | 76% | 63% | 49 |
| Modified SqueezeNet (proposed) | 90% | 89% | 91% | 90% | 35 |
Comparison of obtained performance metrics.
| Model | Accuracy | Precision | Recall | F1-Score | Training Epochs |
|---|---|---|---|---|---|
| AlexNet | 76% | 77% | 68% | 72% | 49 |
| SqueezeNet | 72% | 68% | 71% | 70% | 26 |
| MobileNet V3 | 60% | 54% | 76% | 63% | 49 |
| Modified SqueezeNet (proposed) | 90% | 89% | 91% | 90% | 35 |