Fashion AI SchoolLab

AI Model Consistency for Lookbooks

Keep one model across a whole set of shots.

Character consistency is what separates a test image from a usable campaign. Upload one reference frame and generate further shots that keep the same face, styling and light.

Written and maintained by the Fashion AI School Editorial team

Reference frame

Consistency is close, not perfect — check the face and the garment details before you use a frame. Only upload images you have the right to use.

Your new frame will appear here
Upload a reference frame and the next shot will appear here.

Example set

What you type

Reference portrait of an AI model · next shot: full length, walking, same coat

What you get back

  • A second frame with the same face and hair, in a new pose and crop.
  • Styling and lighting carried across so the frames read as one shoot.
  • Repeatable for as many frames as the lookbook needs.

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Sketch to Render

Take a flat sketch to a campaign-style image.

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Fashion AI School

Consistency is what separates a test from a campaign.

Workshops on AI imagery, character consistency and virtual production.

See workshops