Dreambooth

Dreambooth fine-tune the whole text-to-image model such that it learns to bind a unique identifier with a specific concept (object or style). As a result, the generated images is more personalized to the object or style compared to textual inversion.

Step by step example: https://towardsdatascience.com/how-to-fine-tune-stable-diffusion-using-dreambooth-dfa6694524ae

Original paper: https://dreambooth.github.io/

GitHub - XavierXiao/Dreambooth-Stable-Diffusion: Implementation of Dreambooth (https://arxiv.org/abs/2208.12242) with Stable DiffusionGitHub

DreamBooth —How Google hacks Diffusion Model to generate personalized photosMedium