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case-study

Architectural Drawing and Interior Catalog Matching

CV and agentic pipeline for raw plans and elevations: extract rooms and callouts, match casework and finish catalog items, and preview reception, school, or utility-building interiors.

Overview

Architectural Drawing and Interior Catalog Matching is a public-safe case study for raw document-to-design configuration work. A 2026-06-04 source review covered plan uploads, PDF/image derivation, elevation-callout extraction, catalog-code capture, manufacturer catalog indexing, catalog mapping CSV/YAML, room-preset optimization, layout/render export, and InQI/CollectionsAI-style context routing parallels. The public entry focuses on parsing raw plans and elevations, matching rooms and callouts to catalog items, generating reception/school/utility-building interiors and exterior context previews, and exporting BOM/rationale artifacts without publishing private plans, manufacturer PDFs, addresses, client files, or proprietary SKU data.

What It Covers

  • Parses PDFs, blueprint images, and elevation sheets into room graphs, dimensions, OCR labels, and catalog callouts
  • Maps visible callout codes to casework, finish, lighting, storage, and furniture catalog records with evidence notes
  • Optimizes reception and room presets against coverage, fit, style, circulation, and building-level ensemble constraints
  • Exports reviewable plan previews, commercial interior/exterior context renders, BOM CSVs, and rationale packets without exposing private source documents

Stack And Topics

  • Python
  • OpenCV
  • OCR
  • PDF Processing
  • LLM/Vision Parsing
  • Catalog Indexing
  • OpenEvolve
  • BOM Export
  • 3D/CV
  • Visual QA

Public Signals

  • Input families: 3 PDF plans, raster blueprint images, and elevation/casework sheets from source review, 2026-06-04
  • Catalog flow: callouts -> items visible drawing codes mapped to catalog records, evidence notes, and candidate pools
  • Output artifacts: 5 room graph, catalog mapping, layout preview, render, and BOM/rationale export
  • Public posture: sanitized no private plans, addresses, manufacturer PDFs, raw client drawings, or proprietary SKU data published

References

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