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Comparative analysis of the introduced model with base networks
| Parameters | VGG‐16 | ResNet‐50 | ResNet‐101 | DenseNet‐121 | DenseNet‐77 |
|---|---|---|---|---|---|
| No of total model parameters (million) | 119.6 | 23.6 | 42.5 | 7.1 | 6.2 |
| Test time accuracy (%) | 81.83 | 83.59 | 84.21 | 87.54 | 90.21 |
| Execution time (s) | 1116 | 1694 | 2541 | 2073 | 1040 |
