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VisualizationsGenerative & Applied Deep Learning

What GANs Taught Us

Click through three things GANs did well: crisp images, a loss learned by a judge network, and making an image in one fast pass.

Sharpness
The first models to produce genuinely crisp images. Nothing before them came close.

For most of a decade, GANs were what people meant by image generation.

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