Table 2 Configurations designed and tested for the CNN in the ROI detector
Network ID | Number of layers per encoder | Number of convolutional filters per layer | Learner |
|---|---|---|---|
R-CNN-1 | [3 3] | [32 32] | SGDM |
R-CNN-2 | [1 1] | [16 32] | SGDM |
R-CNN-3 | [3 3] | [64 32] | SGDM |
Network ID | Number of layers per encoder | Number of convolutional filters per layer | Learner |
|---|---|---|---|
R-CNN-1 | [3 3] | [32 32] | SGDM |
R-CNN-2 | [1 1] | [16 32] | SGDM |
R-CNN-3 | [3 3] | [64 32] | SGDM |