DreamBooth
DreamBooth is a personalization method that fine-tunes a model to generate consistent renderings of a chosen subject. It is a specialized form of Fine-tuning used in Subject-Driven Generation.
Fine-tuning
AI
Fine-tuning is supervised model adaptation on curated examples so behavior aligns more closely with domain-specific tasks.
Related AI terms: DreamBooth and Subject-Driven Generation.
Textual Inversion
AI
Textual Inversion introduces new concept tokens by learning embeddings that map to visual ideas. It is lightweight compared to full training and connects closely with Embeddings and DreamBooth workflows.
Subject-Driven Generation
AI
Subject-Driven Generation aims to keep a specific person, product, or character consistent across new generated scenes. It is often implemented with DreamBooth and guided by a Reference Image.