gans

GANs Models.

Generators

Generator

GAN Generator Model.


Discriminators

Discriminator

GAN Discriminator Model.


Encoders

Encoder

GAN Encoder Model.

Classes

Discriminator

GAN Discriminator Model.

Encoder

GAN Encoder Model.

Generator

GAN Generator Model.

class ashpy.models.gans.Discriminator(layer_spec_input_res, layer_spec_target_res, kernel_size, initial_filters, filters_cap, output_shape, use_dropout=True, dropout_prob=0.3, non_linearity=<class 'tensorflow.python.keras.layers.advanced_activations.LeakyReLU'>)[source]

Bases: ashpy.models.convolutional.encoders.BaseEncoder

GAN Discriminator Model.

class ashpy.models.gans.Encoder(layer_spec_input_res, layer_spec_target_res, kernel_size, initial_filters, filters_cap, output_shape, use_dropout=True, dropout_prob=0.3, non_linearity=<class 'tensorflow.python.keras.layers.advanced_activations.LeakyReLU'>)[source]

Bases: ashpy.models.convolutional.encoders.BaseEncoder

GAN Encoder Model.

class ashpy.models.gans.Generator(layer_spec_input_res, layer_spec_target_res, kernel_size, initial_filters, filters_cap, channels, use_dropout=True, dropout_prob=0.3, non_linearity=<class 'tensorflow.python.keras.layers.advanced_activations.LeakyReLU'>)[source]

Bases: ashpy.models.convolutional.decoders.BaseDecoder

GAN Generator Model.