Research Article
An Image Deblurring Method Using Improved U-Net Model
Table 2
The related parameters of the residual depth-wise separable convolution in the model.
| | Layer | In_channels | Out_channels | Kernel_size | Stride | Padding | Activation function |
| | Layer 1, layer 7 | 32 | 32 | 3 × 3 | 1 | 1 | LeakyReLU | | Layer 2, layer 6 | 64 | 64 | 3 × 3 | 1 | 1 | LeakyReLU | | Layer 3, layer 5 | 128 | 128 | 3 × 3 | 1 | 1 | LeakyReLU | | Layer 4 | 256 | 256 | 3 × 3 | 1 | 1 | LeakyReLU |
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