Jack Shi Wei Lun jackswl
jackswl
/ residualblock.py
Last active
April 6, 2023 06:55
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| # Residual block from SRGAN architecture | |
| def res_block_gen(model, kernal_size, filters, strides, initializer): | |
| gen = model | |
| model = Conv2D(filters = filters, kernel_size = kernal_size, strides = strides, padding = "same", kernel_initializer=initializer)(model) | |
| model = BatchNormalization(momentum = 0.5)(model) | |
| model = PReLU(alpha_initializer='zeros', alpha_regularizer=None, alpha_constraint=None, shared_axes=[1,2])(model) | |
| model = Conv2D(filters = filters, kernel_size = kernal_size, strides = strides, padding = "same", kernel_initializer=initializer)(model) | |
| model = BatchNormalization(momentum = 0.5)(model) |