Santos: Dream Stories trains consistent models using synthetic photo variations
Ricardo Vice Santos · #2290 He’s building an AI media empire · Dec 29, 2025 · at 54:13
Ricardo Vice Santos, founder of AI personalized children's book platform Dream Stories, explains how generating synthetic variations of a single source image solved their training data requirements.
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“We were able to reduce the number of pictures required to literally just one, because then we're like, holy , you know, we can essentially just ask for one picture, generate the synthetic version of it, and then say, do you like this? Great. So we generate a few more synthetic versions based on the same thing. So essentially you create four photos that are essentially very, very similar. We just like the different lighting. And that tends to be enough to train the model to get consistent results”
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