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. 2021 May 28;7:e572. doi: 10.7717/peerj-cs.572

Table 3. Characteristics of deep architectures.

Model Depth Size (MB) Parameters (millions) Image Input Size
ResNet101 (He et al., 2016) 101 167 44.6 224 × 224
DenseNet201 (Huang et al., 2017) 201 77 20.0 224 × 224