In the last two weeks or so, the mobile app Lensa has topped the charts. It's an app with AI-powered photo editing features, but the breakthrough feature has been "AI Avatars" generated with LLMs. For about $4, you get 50 stylized photos of yourself.

While I don't know exactly what they are doing behind the scenes, it's fairly likely they are using fine-tuning Stable Diffusion with Dreambooth. It takes about 20 minutes to generate a set of photos in Lensa, which lines up with the time it usually takes to fine-tune Stable Diffusion with Dreambooth. It should cost about $0.30 for training + 50 inferences on AWS (double that if they are using some higher order infrastructure like HuggingFace).  

The Lensa app is published by Prisma Labs, the company behind the 2016 hit mobile app Prisma, which used AI style transfer to produce AI-powered filters in the style of famous artists for photos.

Lensa wasn't the first to consumerize this technology. For about the last two months, indie developers have been doing the same thing – profilepicture.ai, avatarai.me, and hundreds of other ones.

So what did Lensa do right?