Research Article
A Novel COVID-19 Diagnosis Support System Using the Stacking Approach and Transfer Learning Technique on Chest X-Ray Images
Table 4
The proposed tuned version based on ResNet152V2 model architecture.
| | Layer type | Output shape | Parameters |
| | resnet152v2 (model) | 7 × 7 × 2048 | 58331648 | | conv2d_1 (Conv2D) | 7 × 7 × 1024 | 2098176 | | mp_1 (MaxPooling2D) | 3 × 3 × 1024 | 0 | | flatten (flatten) | 9216 | 0 | | dense_1 (dense) | 1024 | 9438208 | | dense_2 (dense) | 512 | 524800 | | dense_3 (dense) | 256 | 131328 | | dense_4 (dense) | 4 | 1028 |
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