Table 3. Information about different architecture models used in this study.
Model | Number of Parameters (M) | Used as Teacher | Used as Student | Used for classification | Used for DFKD | Used for detection |
---|---|---|---|---|---|---|
ResNet18 | 11.2 | ✓ | ✓ | ✓ | × | × |
ShuffleNetV2 | 1.5 | ✓ | ✓ | ✓ | × | × |
MobileNetV2 | 3.4 | × | ✓ | ✓ | × | × |
Wrn-40-2 | 2.2 | ✓ | × | × | ✓ | × |
Wrn-16-1 | 0.2 | × | ✓ | × | ✓ | × |
VGG16 SSD | 26.2 | ✓ | × | × | × | ✓ |
MobileNetV2 SSD lite | 3.4 | × | ✓ | × | × | ✓ |