Research Article
Digital Image Art Style Transfer Algorithm Based on CycleGAN
Table 3
Generate network information table.
| Operate | Kernel | Strides | Padding | Norm | Activation |
| Resblock1 | (3,3,256) | 1 | 1 | Adaptive_Instance_Norm | ReLU | Resblock2 | (3,3,256) | 1 | 1 | Adaptive_Instance_Norm | ReLU | Resblock3 | (3,3,256) | 1 | 1 | Adaptive_Instance_Norm | ReLU | Resblock4 | (3,3,256) | 1 | 1 | Adaptive_Instance_Norm | ReLU | up_Sample | — | — | — | — | — | Conv | (5,5,128) | 1 | 2 | Layer_Norm | ReLU | up_Sample | — | — | — | — | — | Conv | (5,5,64) | 1 | 2 | Layer_Norm | ReLU | Conv | (7,7,3) | 1 | 3 | — | Tanh |
|
|