Research Article
Recognition of Gurmukhi Handwritten City Names Using Deep Learning and Cloud Computing
Table 3
Results obtained with a LR of 0.01 by employing Adam optimizer.
| Epoch | Training loss | Validation loss | Validation accuracy (%) | Validation precision | Validation recall |
| 1 | 0.58 | 0.12 | 95 | 0.95 | 0.95 | 2 | 0.28 | 0.74 | 90 | 0.90 | 0.89 | 3 | 0.18 | 0.19 | 97 | 0.97 | 0.97 | 4 | 0.15 | 0.04 | 98 | 0.98 | 0.98 | 5 | 0.12 | 0.25 | 94 | 0.95 | 0.94 | 6 | 0.14 | 0.38 | 97 | 0.96 | 0.96 | 7 | 0.10 | 0.49 | 99 | 0.99 | 0.99 | 8 | 0.14 | 0.32 | 98 | 0.98 | 0.98 | 9 | 0.10 | 0.24 | 99 | 0.99 | 0.99 | 10 | 0.11 | 0.01 | 99 | 0.99 | 0.99 |
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