Table 1.
Performance of the models for the Kaggle test dataset
| Model | Accuracy, % | Precision, % | F1 score, % |
|---|---|---|---|
| CNN with 9 convolutional layers | 92.64 | 100 | 96.38 |
| VGG16 | 94.96 | 99.40 | 98.52 |
| VGG19 | 94.57 | 100 | 97.92 |
CNN: Convolutional neural network
Performance of the models for the Kaggle test dataset
| Model | Accuracy, % | Precision, % | F1 score, % |
|---|---|---|---|
| CNN with 9 convolutional layers | 92.64 | 100 | 96.38 |
| VGG16 | 94.96 | 99.40 | 98.52 |
| VGG19 | 94.57 | 100 | 97.92 |
CNN: Convolutional neural network