From: Compression artifacts reduction by improved generative adversarial networks
Discriminative network D | |
---|---|
Input: G(x) or ground truth, size = 64 × 64 | |
[Conv 1] | Conv (4, 4, 64), stride = 2, padding = 1; BatchNorm; LeakyReLU; |
[Conv 2] | Conv (4, 4, 128), stride = 2, padding = 1; BatchNorm; LeakyReLU; |
[Conv 3] | Conv (4, 4, 256), stride = 2, padding = 1; BatchNorm; LeakyReLU; |
[Conv 4] | Conv (4, 4, 512), stride = 2, padding = 1; BatchNorm; LeakyReLU; |
[Conv 5] | Conv (4, 4, 1), stride = 1, padding = 0; Sigmoid |
Output: size = 1 × 1 |