TABLE 6.

Comparison of the presented work with base techniques of classification

Technique	Accuracy (%)
	COVID‐19	Normal	Pneumonia
AlexNet	88.89	96.83	94.40
GoogLeNet	73.10	92.06	94.90
InceptionV3	83.63	98.41	98.40
VGG16	90.64	97.62	100.00
ShuffleNet	85.96	98.41	96.00
MobileNetV2	77.78	98.41	100.00
ResNet18	82.46	98.41	98.40
ResNet50	66.08	99.21	96.00
ResNet101	71.93	99.21	99.20
Proposed	98.83	99.84	98.98