Table 6.

Classification results of the EfficientNet model.

Datasets	Real vs generated images ratio	Training accuracy (%)	Training loss (%)	Validation accuracy (%)	Validation loss (%)
Without GAN	1:0	99.083	0.023	88.667	0.948
With GAN	9:1	99.542	0.015	87.167	0.994
	8:2	99.625	0.012	82.500	1.262
	7:3	99.667	0.014	80.167	1.319
	6:4	99.375	0.020	75.000	1.378
	5:5	99.458	0.015	73.167	2.063
	4:6	99.958	0.013	68.000	2.128
	3:7	99.458	0.028	61.167	2.201
	2:8	99.917	0.014	58.500	2.468