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Discriminator

class Discriminator

Implementation of the discriminator network for the adversarial component of the perceptual loss.

Args

• patch_size: integer, determines input size as (patch_size, patch_size, 3).

• kernel_size: size of the kernel in the conv blocks.

Attributes

• model: Keras model.

• name: name used to identify what discriminator is used during GANs training.

• model._name: identifies this network as the discriminator network in the compound model built by the trainer class.

• block_param: dictionary, determines the number of filters and the strides for each conv block.

__init__

def __init__(patch_size, kernel_size)