model image_generation template risk: low

3D Mechanical Render to Dimensioned Drawing

Configures an image-to-image generation task using SDXL to convert a 3D render of a mechanical part into a fully dimensioned multi-view orthographic manufacturing drawing with prec…

PROMPT

{
  "task": "image_to_image",
  "description": "Convert a 3D mechanical part render into a fully dimensioned manufacturing drawing",
  "input_image": "3d_render_of_pipe_or_mechanical_part.png",
  "prompt": "mechanical engineering drawing, multi-view orthographic projection, front view, top view, side view and section view, fully dimensioned technical drawing, precise numeric measurements in millimeters, diameter symbols, radius annotations, hole count notation, center lines, section hatching, consistent line weights, ISO mechanical drafting standard, black ink on white background, manufacturing-ready documentation",
  "negative_prompt": "artistic style, perspective view, soft shading, textures, realistic lighting, colors, decorative rendering, sketch, hand-drawn look, incomplete dimensions",
  "settings": {
    "model": "sdxl",
    "sampler": "DPM++ 2M Karras",
    "steps": 40,
    "cfg_scale": 6,
    "denoising_strength": 0.5,
    "resolution": {
      "width": 1024,
      "height": 1024
    }
  },
  "output_expectation": "ISO-style mechanical drawing with clear dimensions suitable for CNC, casting, or fabrication reference"
}

INPUTS

input_image REQUIRED

Path or reference to the input 3D render image of a pipe or mechanical part

e.g. 3d_render_of_pipe_or_mechanical_part.png

REQUIRED CONTEXT

3D mechanical part render image

OPTIONAL CONTEXT

negative prompt
generation settings

TOOLS REQUIRED

image_generation

EXPECTED OUTPUT

Format: unknown

SUCCESS CRITERIA

Convert 3D mechanical part render into fully dimensioned manufacturing drawing
Produce ISO-style mechanical drawing with clear dimensions suitable for CNC casting or fabrication

FAILURE MODES

May include artistic style perspective view or incomplete dimensions
May deviate from ISO mechanical drafting standard

CAVEATS

Dependencies

Requires input image 3d_render_of_pipe_or_mechanical_part.png

Missing context

Placeholder for varying input images beyond the example filename

QUALITY

OVERALL: 0.95
CLARITY: 1.00
SPECIFICITY: 0.95
REUSABILITY: 0.85
COMPLETENESS: 0.95

IMPROVEMENT SUGGESTIONS

Replace hardcoded 'input_image' filename with a template placeholder like '{input_image_path}' for broader reusability.
Add optional parameters for custom views or standards (e.g., ASME vs ISO) to increase flexibility.

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.