Research Article
Deep Transfer Learning Based Multiway Feature Pyramid Network for Object Detection in Images
Table 1
Architecture of EfficientNet.
| Level x | Convolution function FX | Resolution HX × WX | No. of channels CX | No. of layers LX |
| 1 | Convol 3 × 3 | 224 × 224 | 32 | 1 | 2 | k3 × 3, IRB1 | 112 × 112 | 16 | 1 | 3 | k3 × 3, IRB6 | 112 × 112 | 24 | 2 | 4 | k3 × 3, IRB6 | 56 × 56 | 40 | 2 | 5 | k3 × 3, IRB6 | 28 × 28 | 80 | 3 | 6 | k3 × 3, IRB6 | 14 × 14 | 112 | 3 | 7 | k3 × 3, IRB6 | 14 × 14 | 192 | 4 | 8 | k3 × 3, IRB6 | 7 × 7 | 320 | 1 | 9 | Convol 1 × 1, pooling, FC | 7 × 7 | 1280 | 1 |
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