Table 6.

Training Performance of Modified Vgg16 Model with Adam Optimizer.

Epoch Value	Batch Size	Train Loss	Train Accuracy	Validation Loss	Val Accuracy (%)
10	8	0.1912	0.9150	0.4346	83.22
	16	0.1705	0.9246	0.4664	83.89
	32	0.1736	0.9255	0.4310	81.88
	64	0.1957	0.9168	0.4034	83.22
	128	0.2293	0.8971	0.3514	84.56
20	8	0.1077	0.9510	1.0940	82.55
	16	0.0876	0.9645	0.7804	81.88
	32	0.0801	0.9698	0.7754	81.88
	64	0.0944	0.9634	0.6499	80.54
	128	0.1133	0.9546	0.6468	79.87