Table 3.
Comparative study of various popular CNN architectures
| Sr. No. | CNN architecture | Accuracy on validation set (%) |
|---|---|---|
| 1 | VGG16 | 79.1 |
| 2 | VGG19 | 77.2 |
| 3 | Resnet50 | 70.8 |
| 4 | InceptionV3 | 72.2 |
| 5 | DenseNet21 | 68.5 |
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