Table 6 Results using Xception Net.

Epoch	Loss	Accuracy	Validation loss	Validation accuracy
1	4.1377	0.2944	2.5886	0.3782
2	1.5245	0.4797	1.2855	0.4848
3	0.9797	0.6117	0.8722	0.6371
4	0.7878	0.6777	0.7119	0.7284
5	0.7078	0.7183	0.6207	0.7741
6	0.6467	0.7589	0.6272	0.7437
7	0.6132	0.7589	0.5182	0.8553
8	0.6162	0.7437	0.6390	0.7335
9	0.6164	0.7411	0.4327	0.8680
10	0.4870	0.8477	0.4842	0.8122
11	0.4941	0.8223	0.3796	0.8832
12	0.4806	0.8122	0.5859	0.7716
13	0.5012	0.7843	0.3329	0.9086
14	0.4248	0.8249	0.4060	0.8553
15	0.4332	0.8299	0.3516	0.8883
16	0.4090	0.8401	0.3871	0.8553
17	0.3672	0.8731	0.2934	0.9137
18	0.3251	0.8832	0.3150	0.8909
19	0.3080	0.9061	0.2319	0.9518
20	0.2714	0.9162	0.2194	0.9416
21	0.2728	0.9137	0.2050	0.9492
22	0.2864	0.8832	0.2479	0.9162
23	0.2442	0.9239	0.2011	0.9416
24	0.2325	0.9315	0.1695	0.9695
25	0.2526	0.8985	0.1892	0.9518
26	0.2284	0.9289	0.2107	0.9340
27	0.2205	0.9340	0.1853	0.9543
28	0.2059	0.9416	0.1607	0.9518
29	0.2518	0.9137	0.2820	0.8832
30	0.2729	0.9061	0.2118	0.8921

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