Table 3.
Specifications of the proposed auxiliary layers for the layer-wise fusion.
| Model | Shape | Conv Layer Specifications | AP | αDO |
|---|---|---|---|---|
| EfficientNetB0 | 72 × 192 | f=192; k=1; s=1; Padding=Valid; activation=SeLU; initializer=LeCun Norm | p=1; s=1; Padding=Valid | Rate=0.2 |
| MobileNetV2 | 142 × 96 | f=192; k= 8; s=1; Padding=Valid; activation=SeLU; initializer=LeCun Norm | p=1; s=1; Padding=Valid | Rate=0.2 |
| ResNet50V2 | 282 × 512 | f=192; K=6; s=1; Padding=Valid; activation=SeLU; initializer=LeCun Norm | p=3; s=3; Padding=Valid | Rate=0.2 |