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Locked Composition, Only the Face Swapped · GPT Image 2 generated image

Locked Composition, Only the Face Swapped

Camera angle, lighting, and shadows all held exactly in place — only the person in frame is swapped for someone from another reference image.

✍️ The core of this instruction is "lock the structure, swap only the subject" — composition, lighting, and grain can't move an inch; swapping the face is really swapping the model without touching the template. The more specific the listed parameters, the lower the chance of the swap drifting off.
📋 Prompt Natural Language
Start from the uploaded reference photo and rebuild it as a hyper-realistic, low-key, black-and-white fashion portrait. Everything structural has to hold steady: the square crop, camera angle, where the subject sits in frame, the upper-body framing, the tilt of the head, shoulder line, body angle, backdrop, direction of the light, where shadows fall, contrast level, and the grain — none of it should shift, so the same dark editorial mood carries through untouched. The one thing that changes is the subject: swap the person out for whoever appears in the newly uploaded target reference image.

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