Posted November 21, 2022 by bfirsh zeke Update, August 2024: The experimental DreamBooth API is no longer available. Check out the FLUX.1 fine-tuning blog post for an alternative with better results.

Update, August 2023: We’ve added fine-tuning support to SDXL, the latest version of Stable Diffusion. The DreamBooth API described below still works, but you can achieve better results at a higher resolution using SDXL. Check out the SDXL fine-tuning blog post to get started, or read on to use the old DreamBooth API.

Generative AI has been abuzz with DreamBooth. It’s a way to train Stable Diffusion on a particular object or style, creating your own version of the model that generates those objects or styles. You can train a model with as few as three images and the training process takes less than half an hour.

Notably, DreamBooth works with people, so you can make a version of Stable Diffusion that can generate images of yourself.

People have been making some magical products with DreamBooth, such as Avatar AI and ProfilePicture.AI.