Miniature Diorama Scene Reconstruction

A structured JSON prompt for GPT Image 2 to reconstruct any input image as a clean, collectible-scale miniature diorama.

Miniature Diorama Scene Reconstruction

Prompt

{
 "reference_images": {
  "scene_reference": "ATTACHED_IMAGE",
  "usage_rule": "Use this image as the exact source for scene layout, object placement, and composition. Do not reinterpret or replace the scene."
 },
 "concept": {
  "type": "miniature diorama reconstruction",
  "intent": "Rebuild the attached scene as a clean, collectible-scale diorama while preserving the original spatial relationships"
 },
 "environment": {
  "scale": "tabletop miniature",
  "ground": {
   "type": "sculpted base",
   "behavior": "supports all objects naturally without enclosure",
   "edges": "clean, minimal, slightly beveled"
  },
  "background": {
   "type": "seamless studio backdrop",
   "color": "pure white",
   "constraint": "no environment beyond the diorama base"
  }
 },
 "objects_and_elements": {
  "layout_rule": "All objects must remain in the same relative positions as in the reference image",
  "primary_elements": "exact vehicles, structures, props, and terrain visible in the reference",
  "detail_handling": "simplified but faithful miniature proportions",
  "characters": {
   "presence": "only if present in the reference",
   "style": "miniature figurines, no facial realism"
  }
 },
 "composition": {
  "view": "isometric or slightly elevated 3/4 perspective",
  "framing": "entire diorama visible, centered",
  "cropping": "no zoom, no cinematic crop"
 },
 "camera": {
  "lens_equivalent": "35mm-50mm",
  "perspective": "miniature realism",
  "distortion": "none"
 },
 "lighting": {
  "type": "soft studio lighting",
  "direction": "overhead and slightly angled",
  "shadows": "subtle contact shadows only beneath objects",
  "avoid": ["dramatic lighting", "spotlights", "cinematic contrast"]
 },
 "materials_and_style": {
  "surface_finish": "smooth, matte or lightly satin",
  "material_quality": "high-quality scale model materials",
  "aesthetic": "clean, modern, premium diorama"
 },
 "quality_controls": {
  "image_clarity": "ultra-clean",
  "grain": "none",
  "noise": "none",
  "motion_blur": "none"
 },
 "negative_prompts": [
  "glass case", "display box", "museum enclosure",
  "transparent cube", "protective casing",
  "reflections on glass", "labels or plaques",
  "text overlays", "busy background", "cinematic blur"
 ]
}

How to use this prompt

  1. 1Copy the prompt exactly, then paste it into your preferred model or Ideart project.
  2. 2Replace product, subject, audience, and style details with your own context.
  3. 3Generate one baseline result first, then remix the strongest direction into a campaign, image set, or video concept.

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