Table 3.

Proposed 2D CNN layers configurations

Layer Name	Output Size	Configurations
Input layer	224 × 224	Input layer (224, 224)
Conv	112 × 112	7 × 7 Covn, 64, Stride 2 (2S)
MPL	112 × 112	3 × 3 max pool, 2S
Res 1	56 × 56	1 × 1 Conv, 128 →ReLU 3 × 3 Covn, 128 →ReLU 1 × 1 Covn, 256 →ReLU
Res 2	28 × 28	1 × 1 Conv, 256 →ReLU 3 × 3 Covn, 256 →ReLU 1 × 1 Covn, 512 →ReLU
Res 3	14 × 14	1 × 1 Conv, 512→ReLU 3 × 3 Covn, 512 →ReLU 1 × 1 Covn, 1024 →ReLU
Res 4	7 × 7	1 × 1 Conv, 1024 →ReLU 3 × 3 Covn, 1024 →ReLU 1 × 1 Covn, 2048 →ReLU
GAP	1 × 512	Average pooling, 2048/4