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Table 2 Detailed information of the global discriminant network

From: Ancient mural restoration based on a modified generative adversarial network

Type

Kernel

Stride

Outputs

conv

5 × 5

2 × 2

64

conv

5 × 5

2 × 2

128

conv

5 × 5

2 × 2

256

conv

5 × 5

2 × 2

512

conv

3 × 3

2 × 2

256

conv

3 × 3

2 × 2

256

conv

2 × 2

2 × 2

256

conv

2 × 2

1 × 1

512

conv

2 × 2

1 × 1

512

FC

–

–

1024

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