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. 2021 Dec 27;81(4):5515–5536. doi: 10.1007/s11042-021-11807-x

Table 2.

Comparison between sizes and number of parameters of various pre-trained models

Model Size Parameters
VGG16 528 MB 138,357,544
VGG19 549 MB 143,667,240
ResNet50 98 MB 25,636,712
MobileNet 16 MB 4,253,864
DenseNet121 33 MB 8,062,504