DreamBooth

DreamBooth: A customization technique that specializes a diffusion model on a subject using a few images. It associates the subject with a rare identifier and often uses class-preservation images. Excessive training can reduce variability and cause overfitting. Examples include Product portrait, Subject with a rare token, Prior preservation.

In italiano: DreamBoothLegge II · Probabilità, softmax e modelli generativi

It associates the subject with a rare identifier and often uses class-preservation images. Excessive training can reduce variability and cause overfitting.

Examples

  • Product portrait
  • Subject with a rare token
  • Prior preservation