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 |
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 |