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.