Table 8 Comparison of time consumption, and model complexity of different algorithm
From: Reunion helper: an edge matcher for sibling fragment identification of the Dunhuang manuscript
Algorithm scheme | Layer combinations | Time consumption (s) | FLOPs (MMac) | Params (M) |
|---|---|---|---|---|
1 | resnet18 | 2936.007 | 1820 | 11.18 |
2 | densenet121 | 6109.044 | 2880 | 6.96 |
3 | MobileNetV1 | 3119.800 | 582.9 | 3.21 |
4 | MobileNetV1-DSC | 2774.932 | 371.35 | 2.13 |
5 | RB+DSC | 2508.441 | 994.86 | 11.32 |
6 | DB+DSC | 4727.087 | 2130 | 4.48 |
7 | DB+DSC+MSCL | 4798.149 | 2080 | 4.48 |
8 | RB+DSC+MSCL | 2549.019 | 944.28 | 11.33 |