Table 3.
The architectural configuration of LCB64.
| Section | I/P | Component/ layer | Kernel size | No of components/filters | Output size | |
|---|---|---|---|---|---|---|
| LCB64 | IF = 56 × 56 × 32 | Tres_DSC1 | 3 × 3 | 64 | L1 | 56 × 56 × 64 |
| IF, L1 | ConCat1 | – | 1 | L2 | 56 × 56 × 96 | |
| L2 | Unus_SC1 | 1 × 1 | 32 | L3 | 56 × 56 × 32 | |
| L3 | Drop_Layer | Dropout_rate = 0.1 | L4 | 56 × 56 × 32 | ||
| L4 | Tres_DSC2 | 3 × 3 | 64 | L5 | 56 × 56 × 64 | |
| L3, L5 | ConCat1 | – | 1 | L6 | 56 × 56 × 96 | |
| L6 | Unus_SC2 | 1 × 1 | 32 | L7 | 56 × 56 × 32 | |
| L7 | Drop_Layer | dropout_rate = 0.1 | L8 | 56 × 56 × 32 | ||
| L8 | Tres_DSC3 | 3 × 3 | 64 | L9 | 56 × 56 × 64 | |
Tres_DSC : 3 × 3 DSC layer, Unus_SC : 1 × 1 Standard Convolution layer.