Individual editing
Train a model of one person, then make any edit — every change stays anchored to their real likeness. [Placeholder before/afters — swap in real capability edits.]
@tiana trained model
Prompt Make it look professional.
Why identity Retouching and relighting drift features quickly, so the model is what holds who they are while the polish changes.
Prompt Turn her to the camera with a smile.
Why identity Changing an expression reshapes the face, and only a trained model keeps it the same person in a better moment.
Prompt Restore this photo.
Why identity The input is missing information about the person, so it takes a trained model to fill it back in as them and not someone else.
Prompt Add her sister into the photo.
Why identity Adding a person means generating them, so it only works when their real likeness is already on file.
Prompt Upscale to high resolution.
Why identity At this resolution there's no way to tell who the person is, so the model recovers them instead of inventing a lookalike.