Research Article
An Image Deblurring Method Using Improved U-Net Model
Table 1
The related parameters of the depth-wise convolution in the model.
| | Layer | In_channels | Out_channels | Kernel_size | Stride | Padding | Activation function |
| | Layer 1 | 4 | 32 | 3 × 3 | 1 | 1 | LeakyReLU | | Layer 2 | 128 | 64 | 3 × 3 | 1 | 1 | LeakyReLU | | Layer 3 | 256 | 128 | 3 × 3 | 1 | 1 | LeakyReLU | | Layer 4 | 512 | 256 | 3 × 3 | 1 | 1 | LeakyReLU | | Layer 5 | 128 | 256 | 3 × 3 | 1 | 1 | LeakyReLU | | Layer 6 | 64 | 128 | 3 × 3 | 1 | 1 | LeakyReLU | | Layer 7 | 32 | 4 | 3 × 3 | 1 | 1 | LeakyReLU |
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