model image_generation template risk: low

3D Interior to 2D Floor Plan Converter

Configures an image-to-image task using SDXL to convert a furnished 3D interior render into a top-down black-and-white 2D architectural floor plan with labeled rooms, areas, doors,…

PROMPT

{
  "task": "image_to_image",
  "description": "Convert a furnished 3D interior render into a clean 2D architectural floor plan drawing",
  "input_image": "3d_render_of_apartment_interior.png",
  "prompt": "top-down 2D architectural floor plan, black and white technical drawing, clean vector-style lines, precise wall thickness, clearly defined rooms, labeled spaces with room names and square meter areas, doors with swing arcs, windows shown as breaks in walls, minimal shading, no perspective, orthographic projection, architectural blueprint style, professional residential floor plan, similar to CAD drawing",
  "negative_prompt": "3d perspective, isometric view, realistic lighting, shadows, textures, furniture rendering, people, depth, photorealism, colors, gradients, soft edges, artistic sketch, hand drawn style",
  "settings": {
    "model": "sdxl",
    "sampler": "DPM++ 2M Karras",
    "steps": 30,
    "cfg_scale": 7,
    "denoising_strength": 0.65,
    "resolution": {
      "width": 1024,
      "height": 1024
    }
  },
  "output_expectation": "flat 2D floor plan similar to architectural plan drawings, suitable for real estate listings or construction documents"
}

INPUTS

input_image REQUIRED

Path to the 3D render image of the apartment interior

e.g. 3d_render_of_apartment_interior.png

REQUIRED CONTEXT

input_image
prompt
negative_prompt
settings

EXPECTED OUTPUT

Format

unknown

Constraints

flat 2D floor plan similar to architectural plan drawings
suitable for real estate listings or construction documents

SUCCESS CRITERIA

Convert furnished 3D interior render into clean 2D architectural floor plan drawing
Produce flat 2D floor plan similar to architectural plan drawings suitable for real estate listings or construction documents

FAILURE MODES

Generate 3D perspective isometric view or realistic elements
Include furniture rendering people shadows textures colors or gradients

CAVEATS

Dependencies

Input image 3d_render_of_apartment_interior.png

Missing context

Placeholder for generic input_image instead of specific filename
Details on expected room labels or layout assumptions

QUALITY

OVERALL: 0.92
CLARITY: 0.95
SPECIFICITY: 0.98
REUSABILITY: 0.80
COMPLETENESS: 0.95

IMPROVEMENT SUGGESTIONS

Replace 'input_image': '3d_render_of_apartment_interior.png' with 'input_image': '{input_image_path}' for templating
Add 'room_labels_example' field with sample room names to guide labeling consistency
Specify handling for multi-floor or complex layouts

USAGE

Copy the prompt above and paste it into your AI of choice — Claude, ChatGPT, Gemini, or anywhere else you're working. Replace any placeholder sections with your own context, then ask for the output.