convolutional

Collection of Convolutional Models constructors.

Interfaces

interfaces.Conv2DInterface

Primitive Interface to be used by all ashpy.models.


Decoders

decoders.Decoder

Primitive Model for all decoder (i.e., transpose convolution) based architecture.

decoders.FCNNDecoder

Fully Convolutional Decoder.


Encoders

encoders.Encoder

Primitive Model for all encoder (i.e., convolution) based architecture.

encoders.FCNNEncoder

Fully Convolutional Encoder.


Autoencoders

autoencoders.Autoencoder

Primitive Model for all convolutional autoencoders.

autoencoders.FCNNAutoencoder

Primitive Model for all fully convolutional autoencoders.


UNet

unet.UNet

UNet Architecture.

unet.SUNet

Semantic UNet.

unet.FUNet

Functional UNET Implementation.


Discriminators

discriminators.MultiScaleDiscriminator

Multi-Scale discriminator.

discriminators.PatchDiscriminator

Pix2Pix discriminator.


Pix2PixHD

pix2pixhd.LocalEnhancer

Local Enhancer module of the Pix2PixHD architecture.

pix2pixhd.GlobalGenerator

Global Generator from pix2pixHD paper.


Modules

autoencoders

Collection of Fully Convolutional Autoencoders.

discriminators

Convolutional Discriminators.

decoders

Collection of Decoders (i.e., GANs’ Generators) models.

encoders

Collection of Encoders (i.e., GANs’ Discriminators) models.

interfaces

Primitive Convolutional interfaces.

unet

UNET implementations.

pix2pixhd

Pix2Pix HD Implementation.