Table 6 Various convolutional neural network model’s parameters
From: Multimodal hybrid convolutional neural network based brain tumor grade classification
Model Name | Input layer size | Output layer size | layer number | Trainability (parameters) |
|---|---|---|---|---|
DenseNet101 | (224 × 224 × 3) | (4, 1) | 101 | 8 |
Visual Geometry Group-16 | (224 × 224 × 3) | (4, 1) | 16 | 138 |
DenseNet201 | (224 × 224 × 3) | (4, 1) | 201 | 10.2 |
Visual Geometry Group-19 | (224 × 224 × 3) | (4, 1) | 19 | 143 |