AI engineering glossary · Generative media multimodal
What is dreamBooth?
DreamBooth: A fine-tuning method that teaches a text-to-image model a specific subject from a few photos by binding it to a rare identifier token, while a preservation loss keeps the model's general knowledge from being overwritten.
DreamBooth: an example
Uploading 15 photos of a pet dog and training with the identifier 'sks dog' lets prompts like 'sks dog on a beach' produce that exact dog.
Related terms
More Generative media multimodal terms
- Early fusion
- Evidence lower bound
- FastSpeech
- Flamingo
- Flow matching
- Forward diffusion process
- Fréchet Inception Distance
- Generative adversarial network
Where you learn it
DreamBooth is part of the AI Engineering Program, which teaches it with notes, a hands-on lab and an exam. The first lesson is free.