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. 2021 Apr 21;34(24):21481–21501. doi: 10.1007/s00521-021-06003-9

Table 1.

Summary for CNN architectures used in this paper

Model name # of Layers Total parameters Trainable parameters
VGG16 16 19,175,207 13,863,719
InceptionV3 48 7,317,608 5,688,975
ResNet50 50 20,942,054 16,848,092
MobileNetV2 53 5,440,729 2,804,612