Originally published at: https://developer.nvidia.com/blog/photo-editing-generative-adversarial-networks-2/
In part 1 of this series I introduced Generative Adversarial Networks (GANs) and showed how to generate images of handwritten digits using a GAN. In this post I will do something much more exciting: use Generative Adversarial Networks to generate images of celebrity faces. I am going to use CelebA [1], a dataset of 200,000…
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gender, young or old, smiling or not, pointy nose, etc. See Figure 1 for a preview of the first 10 samples in the dataset, and Table 1 for some example attributes.