Table 3.
APs of different backbones.
| Backbone | DamperDetSet | FPS | ||
|---|---|---|---|---|
| AP50 | AP70 | AP90 | ||
| CSPDarknet53 | 88.20 | 80.58 | 73.28 | 72 |
| VGG16 | 82.18 | 76.54 | 67.91 | 71 |
| ResNet50 | 84.12 | 77.62 | 70.42 | 78 |
| ResNet101(ours) | 92.62 | 89.67 | 81.24 | 74 |
| ResNet152 | 93.25 | 89.97 | 82.16 | 68 |
APs of different backbones.
| Backbone | DamperDetSet | FPS | ||
|---|---|---|---|---|
| AP50 | AP70 | AP90 | ||
| CSPDarknet53 | 88.20 | 80.58 | 73.28 | 72 |
| VGG16 | 82.18 | 76.54 | 67.91 | 71 |
| ResNet50 | 84.12 | 77.62 | 70.42 | 78 |
| ResNet101(ours) | 92.62 | 89.67 | 81.24 | 74 |
| ResNet152 | 93.25 | 89.97 | 82.16 | 68 |