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Heritage Science

Table 1 Encoder structure Conv2D

From: Restoration of non-structural damaged murals in Shenzhen Bao’an based on a generator–discriminator network

Layer

Filters

Size

Strides

Output

1

64

4

2

(,512,512,64)

2

128

4

2

(,256,256,128)

3

256

4

2

(,128,128,256)

4

512

4

2

(,64,64,512)

5

512

4

2

(,32,32,512)

6

512

4

2

(,16,16,512)

7

512

4

2

(,8,8,512)

8

512

4

2

(,4,4,512)

  1. Input matrix (,1024,1024,3)
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