Introduction to Convolutional GANs

Learn why the traditional GAN architecture leads to higher memory consumption, and how convolutional neural networks (CNNs) help to overcome this.

In this section we’re going to improve on the CelebA GAN we just developed for two reasons.

  • The images it generates look fuzzy. The areas we expect to be fairly smoothly coloured are covered in a high-contrast pattern of pixels.

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