Table 2.
CNN models performance evaluation by applying the proposed algorithm

		VGG16	ResNet50	MobileNet	DenseNet121	Xception
Small	Precision	92%	93%	87%	95%	94%
	Recall	93%	94%	87%	94%	93%
	F1	92%	95%	86%	94%	92%
Medium	Precision	94%	96%	89%	98%	97%
	Recall	93%	94%	87%	98%	96%
	F1	92%	94%	87%	98%	96%
Large	Precision	95%	91%	87%	98%	98%
	Recall	94%	89%	85%	98%	98%
	F1	94%	89%	84%	98%	98%
Weight Size		60 MB	4.5 MB	1.3 MB	5.9 MB	30 MB