Open Access
表2
机器学习模型结构参数
| 模型名称 | 网络结构 | 激活函数 | 损失函数 |
| CycleGAN GX2Y | [5,128,320,640,320,128,5] | Leaky ReLu | (2)式 |
| CycleGAN GY2X | [5,128,320,640,320,128,5] | Leaky ReLu | (2)式 |
| CycleGAN DX | [5,128,320,640,320,128,1] | Leaky ReLu; Sigmoid(last layer) | MSE |
| CycleGAN DY | [5,128,320,640,320,128,1] | Leaky ReLu; Sigmoid(last layer) | MSE |
| CM | [5, 1 240, 640, 320, 160, 1] | ReLu; Sigmoid(last layer) | Cross Entropy |
| s-sub-QM | [5, 1 240, 640, 320, 160, 2] | ReLu | MSE |
| l-sub-QM | [5, 1 240, 640, 320, 160, 2] | ReLu | MSE |
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