Generative Adversarial Network (GANs)

4 Posts

Different images generated by DALL·E
Generative Adversarial Network (GANs)

Text-to-Image Goes Viral

A homebrew re-creation of OpenAI’s DALL·E model is the latest internet sensation. Craiyon has been generating around 50,000 user-prompted images daily, thanks to its ability to produce visual mashups like Darth Vader ice fishing and photorealistic Pokemon characters.
1 min read
Didactic diagram of a hypothetical embedded-model architecture
Generative Adversarial Network (GANs)

Image Generation + Probabilities

If you want to both synthesize data and find the probability of any given example — say, generate images of manufacturing defects to train a defect detector and identify the highest-probability defects — you may use the architecture known as a normalizing flow.
3 min read
AI-generated portraits
Generative Adversarial Network (GANs)

Your Salesbot Connection

Marketers are using fake social media personas — enhanced by AI-generated portraits — to expand their reach without busting their budgets.
1 min read
Woman walking on a store scanning codes
Generative Adversarial Network (GANs)

Let the Model Choose Your Outfit

Amazon’s first brick-and-mortar clothing store is getting ready to deliver automated outfit recommendations. The ecommerce giant announced plans to open a flagship Amazon Style location at a Los Angeles-area mall this year.
1 min read

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