Table 4 Comparison of validation loss and validation accuracy of proposed methodology.
S. No. | Images data-set used in proposed methodology | Validation loss of proposed methodology | Validation accuracy of proposed methodology |
---|---|---|---|
1 | 2000 | 0.1950 | 0.945 |
2 | 4000 | 0.1625 | 0.989 |
3 | 6000 | 0.1466 | 0.955 |
4 | 8000 | 0.1237 | 0.943 |
5 | 10,000 | 0.1120 | 0.944 |
6 | 12,000 | 0.1125 | 0.953 |
7 | 14,000 | 0.9364 | 0.978 |
8 | 16,000 | 0.9993 | 0.949 |