AI Automated Casework Drawing Converter
Budget: $30 – $250 USD
Project Title:
Build AI Tool to Convert Architectural Casework Elevations into Full Mott Shop Drawings with DXF Output
Project Description:
I need a custom AI solution that automatically reads architectural casework elevation sheets (example: Stantec A407) and generates complete Mott Manufacturing shop drawings (example: Mott elevation 2-08) including correct model numbers, dimensions, notes, hardware, countertops, pegboards, etc.
Sample files will be provided:
Before: Architectural elevation sheet (A407 Interior Elevations)
After: Corresponding Mott shop drawing (Elevation 2-08)
The final output must include a DXF file that can be opened and edited in AutoCAD.
Scope of Work:
Proof of Concept (must work perfectly on the provided A407 → 2-08 sample)
Detect all cabinets, sinks, pegboards, upper units, etc. from the architectural elevation.
Map them to the correct Mott model numbers and configurations.
Generate a complete Mott-style shop drawing (text + layout).
Export the shop drawing as a clean, editable DXF file (layers, blocks, dimensions, text, title block, etc.).
Deliverables
Working Python script / notebook that takes one architectural elevation (image or PDF page) as input.
Output:
Full textual Mott shop drawing description
Professional DXF file ready for AutoCAD
Clean, well-commented code with clear instructions so I can run it myself on future projects.
Optional: Ability to process multiple elevations from one project (discussed after POC).
Required Skills:
Strong experience with computer vision (YOLO, vision LLMs, or similar)
GPT-4o / Claude vision API
Python (OpenAI API, PyMuPDF, Pillow)
Experience generating editable DXF files (ezdxf or similar CAD libraries is mandatory)
Background in AEC / CAD automation is highly preferred
Timeline:
Within 2 weeks (flexible – longer is acceptable if higher quality).
How to apply:
Please reply with:
Brief description of how you would approach this (vision LLM + YOLO + DXF generation?)
Any similar past projects (especially CAD/DXF automation or technical drawing conversion)
Estimated time to deliver the working POC using the sample files
I will provide the full Before and After PDFs attached. Can provide more if needed.
Build AI Tool to Convert Architectural Casework Elevations into Full Mott Shop Drawings with DXF Output
Project Description:
I need a custom AI solution that automatically reads architectural casework elevation sheets (example: Stantec A407) and generates complete Mott Manufacturing shop drawings (example: Mott elevation 2-08) including correct model numbers, dimensions, notes, hardware, countertops, pegboards, etc.
Sample files will be provided:
Before: Architectural elevation sheet (A407 Interior Elevations)
After: Corresponding Mott shop drawing (Elevation 2-08)
The final output must include a DXF file that can be opened and edited in AutoCAD.
Scope of Work:
Proof of Concept (must work perfectly on the provided A407 → 2-08 sample)
Detect all cabinets, sinks, pegboards, upper units, etc. from the architectural elevation.
Map them to the correct Mott model numbers and configurations.
Generate a complete Mott-style shop drawing (text + layout).
Export the shop drawing as a clean, editable DXF file (layers, blocks, dimensions, text, title block, etc.).
Deliverables
Working Python script / notebook that takes one architectural elevation (image or PDF page) as input.
Output:
Full textual Mott shop drawing description
Professional DXF file ready for AutoCAD
Clean, well-commented code with clear instructions so I can run it myself on future projects.
Optional: Ability to process multiple elevations from one project (discussed after POC).
Required Skills:
Strong experience with computer vision (YOLO, vision LLMs, or similar)
GPT-4o / Claude vision API
Python (OpenAI API, PyMuPDF, Pillow)
Experience generating editable DXF files (ezdxf or similar CAD libraries is mandatory)
Background in AEC / CAD automation is highly preferred
Timeline:
Within 2 weeks (flexible – longer is acceptable if higher quality).
How to apply:
Please reply with:
Brief description of how you would approach this (vision LLM + YOLO + DXF generation?)
Any similar past projects (especially CAD/DXF automation or technical drawing conversion)
Estimated time to deliver the working POC using the sample files
I will provide the full Before and After PDFs attached. Can provide more if needed.
Related categories:
Python
Building Architecture
Machine Learning (ML)
Computer Vision
YOLO
AI Development