Recognition of Gurmukhi Handwritten City Names Using Deep Learning and Cloud Computing

Table 4

Results obtained with a LR of 0.1 by employing Adam optimizer.

Epoch	Training loss	Validation loss	Validation accuracy (%)	Validation precision	Validation recall
1	1.12	0.17	93.5	0.94	0.92
2	0.32	0.05	98.3	0.98	0.98
3	0.21	0.01	98.5	0.99	0.99
4	0.18	0.11	99	0.99	0.99
5	0.10	0.02	99.5	0.99	0.99
6	0.14	0.00	99.6	0.99	0.99
7	0.11	0.01	99.5	0.99	0.99
8	0.11	0.02	99.1	0.99	0.98
9	0.09	0.02	99.4	0.99	0.98
10	0.10	0.00	99.3	0.99	0.99