DCGANDiscriminator
- class deepinv.models.DCGANDiscriminator(ndf: int = 64, nc: int = 3)[source]
Bases:
Module
DCGAN Discriminator.
The DCGAN discriminator model was originally proposed in Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks (Radford et al.). Implementation taken from https://pytorch.org/tutorials/beginner/dcgan_faces_tutorial.html.
See Imaging inverse problems with adversarial networks for how to use this for adversarial training.
- Parameters:
Examples using DCGANDiscriminator
:
Imaging inverse problems with adversarial networks
Imaging inverse problems with adversarial networks