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.
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