How to Keep an AI Character's Face Consistent Across Different Scenes

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I generate a character sheet for an AI-generated animated show I make the same way every time: three-quarter body shot, front, side, back, one outfit, neutral pose. Clean and consistent, everything an animator would want on a model sheet. And somewhere around shot forty of a scene, the face starts drifting. The jaw gets a little squarer. The eyes sit a little wider apart. Nobody on the crew would notice if I hadn’t stared at every one of those faces for a full day of editing.

The real fix is realizing that one reference image is being asked to do two unrelated jobs at once: hold the body’s proportions and hold the face’s identity, and most AI video models only really commit to one of those jobs when the face is small in the frame.A full-body reference photographs a face the way a passport photo photographs a landscape: technically...

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