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. 2024 Feb 28;12:e17021. doi: 10.7717/peerj.17021

Table 2. The details of CNN models used in this study.

Model neural network Depth Size Parameters (Millions)
GoogLeNet 22 27 MB 7.0
Inceptionv3 48 89 MB 23.9
DenseNet201 201 77 MB 20.0
MobileNetv2 53 13 MB 3.5
RestNet18 18 44 MB 11.7
EfficientNetb0 82 20 MB 5.3
InceptionresNetv2 164 209 MB 55.9
ShuffleNet 50 5.4 MB 1.4
VGG19 19 535 MB 144.0