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

Table 7

Results obtained using SGD optimizer with a LR of 0.001.

Epoch	Training loss	Validation loss	Validation accuracy (%)	Validation precision	Validation recall
1	1.4	1.08	65.1	0.84	0.42
2	0.60	0.23	94.1	0.95	0.91
3	0.38	0.15	95.7	0.96	0.94
4	0.33	0.13	96	0.97	0.94
5	0.27	0.11	97.3	0.97	0.96
6	0.25	0.07	99.0	0.99	0.98
7	0.22	0.07	99.0	0.99	0.98
8	0.19	0.07	99.0	0.98	0.98
9	0.18	0.07	98.8	0.98	0.98
10	0.17	0.07	98.8	0.98	0.98