CGAN class

The CGAN class contains all the functions necessary for running a conditional GAN based on the CGAN model. The deep convolutional generative adversarial networks proved to have the performance in generating photo-like quality outputs. We have previously introduced CGANs, so just to remind you, their reference paper is:

RADFORD, Alec; METZ, Luke; CHINTALA, Soumith. Unsupervised representation learning with deep convolutional Generative Adversarial Networks. arXiv preprint arXiv:1511.06434, 2015 at

In our project, we will then add the conditional form of the CGAN that uses label information as in a supervised learning task. Using labels and integrating them with images (this is the trick) will result ...

Get TensorFlow Deep Learning Projects now with O’Reilly online learning.

O’Reilly members experience live online training, plus books, videos, and digital content from 200+ publishers.