Table 3 BuRnGANeXt50 model versus original topology.

From: Spatial attention-based residual network for human burn identification and classification

Stage

ResNeXt-50

BuRnGANeXt50

Conv1

7 × 7, 64, number of strides 2

5 × 5, 256, Number of strides 2

Conv2

3 × 3 max pool, stride 2

3 × 3 max pool, stride 2

1 × 1, 128

C = 32

X3

1 × 1, 32

C = 32

X3

3 × 3, 128

3 × 3, 32

1 × 1, 256

1 × 1, 128

Conv3

1 × 1, 256

C = 32

X4

1 × 1, 64

C = 32

X4

3 × 3, 256

3 × 3, 64

1 × 1, 512

1 × 1, 256

Conv4

1 × 1, 512

C = 32

X6

1 × 1, 256

C = 32

X6

3 × 3, 512

3 × 3, 256

1 × 1, 1024

1 × 1, 512

Conv5

1 × 1, 1024

C = 32

X3

1 × 1, 512

C = 32

X3

3 × 3, 1024

3 × 3, 512

1 × 1, 2048

1 × 1, 1024

#params

23 × 106

5 × 106

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