Research Article
COVID-19 Semantic Pneumonia Segmentation and Classification Using Artificial Intelligence
Table 2
Proposed model parameters for training process.
| Parameters | Values | Parameters | Values |
| Input size | 256256 | Pool size | (2, 2) | Learning rate | 0.0001 | Batch size | 32 | Validation split | 0.2 | Activation function | ReLU | Smart optimization | Talos hyperparameter | Filter size | 55 | Dropout rate | 0.5 | Padding | SAME | Epochs | 50 | ā | ā |
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