Turn a Flat-Lay Into a Ghost Mannequin Photo
Turn one ordinary flat-lay into a clean ghost-mannequin product photo—then check every garment detail for AI drift.
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Visual ideas for image-generating AI.
4 things to try
Turn one ordinary flat-lay into a clean ghost-mannequin product photo—then check every garment detail for AI drift.
Create six useful product shots from one reference—without fake slash-code magic or silent product redesigns.
It replaces vague slash-code hype with a reference-led campaign plan, explicit product locks and a drift check after every image. Not 10/10: image models can still alter unseen geometry, labels and fine product details, so commercial assets need human review.
Turn room photos into a realistic, budget-aware makeover plan without pretending AI can measure through a camera.
It separates visible evidence from guesses, asks for the missing dimensions and constraints, and prioritises realistic changes before shopping. The visual mock-up is useful for direction—not as a measured plan.
A reusable image prompt for one character across a whole story.
The character sheet and reusable lock paragraph solve consistency across later image generations.
It turns a weak flat-lay into a convincing catalogue image and explicitly checks the result against reference locks. Not 10/10: the model still invents the three-dimensional fit, sleeve pose and folds, and small garment details can drift.