D2-CovidNet: A Deep Learning Model for COVID-19 Detection in Chest X-Ray Images

Table 2

Flops and parameters of other deep learning models and D2-CovidNet.

Model	Flops (million)	Params (million)
VGG19 [17]	18736.81	137.04
GoogleNet [18]	1434.21	5.32
ResNet50 [19]	3919.13	22.42
DenseNet121 [20]	2731.91	6.62
SqueezeNet1.0 [21]	702.71	0.73
MobileNet [22]	560.73	3.11
ShuffleNet [23]	142.02	0.91
MobileNetV2 [24]	311.13	2.13
ShuffleNetV2 [25]	144.72	1.22
D2-CovidNet	71.27	0.20