Table 2 Summary of newly created datasets
Dataset | Originated from | Feature vector size | Size of dataset |
|---|---|---|---|
Input | Pixel values of numeral images | 1032 | 20,000 |
D1 | VGG-16Net | 20 | 20,000 |
D2 | VGG-19Net | 20 | 20,000 |
D3 | ResNet-50 | 20 | 20,000 |
D4 | Inception-v3 | 20 | 20,000 |
D5 | Fusion of features related to D1, D2, D3, & D4 | 80 | 20,000 |