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Case 16/Design Automation/Architecture / Interior Design / Construction

AI-Based 3D Cabinet Generation from Architectural Plans

Converts 2D architectural plans into parametric 3D cabinet layouts in under ten minutes.

The challenge

What was breaking

Converting 2D plans to 3D cabinet models was manual, skill-dependent and inconsistent — 4–8 hours per room and slow client visualisation cycles.

The solution

3D Cabinet Generator

A computer-vision pipeline that detects cabinets and walls from base plans, extracts dimensions and generates accurate parametric 3D cabinet models with correct placement.

  • Cabinet and wall detection from 2D drawings
  • Pattern recognition for stacking and alignment
  • Parametric 3D model generation
  • Accurate spatial placement
  • Wall-mounted cabinet positioning
Solution design

How it works

5 stages
  1. 01

    Input

    Upload 2D architectural plan.

  2. 02

    Detect

    Identify cabinets, walls and layout boundaries.

  3. 03

    Analyse

    Extract dimensions and spatial relationships.

  4. 04

    Generate

    Create parametric 3D cabinet models.

  5. 05

    Place

    Align cabinets within the 3D space and output the layout.

Business impact

Before vs. after

MetricBeforeAfterImprovement
Modelling time4–8 hours<10 minutes95% faster
Manual effort100%Minimal review90% reduction
Design cycle2–3 daysSame-day80% faster
ScalabilityLimitedHighEnterprise-ready
Key outcomes

What changed

  • Automated 2D to 3D conversion
  • Faster design iterations and approvals
  • High accuracy in placement and alignment
  • Consistent output across projects
  • Scalable across large floor plans
Capabilities

Inside the build

Cabinet and wall detection from 2D drawings
Pattern recognition for stacking and alignment
Parametric 3D model generation
Accurate spatial placement
Wall-mounted cabinet positioning
Strategic value
  • Eliminates manual 3D modelling bottlenecks
  • Enables instant visualisation for clients
  • Improves design speed, accuracy and scalability
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