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Artificial Intelligence
🟡 In Progress

AI-Powered 2D Floor Plan to 3D Visualization Platform

ArchVision AI converts uploaded 2D floor plan images into interactive 3D models with editable room layouts, materials, and exports. It is built for architects, interior designers, real estate developers, and construction teams that need fast visualization without specialist CAD skills.

Instant

2D → 3D Conversion

3+

File Formats Supported (JPG, PNG, PDF)

3

Export Formats (PNG, GLB, PDF)

0

CAD Expertise Required

Client

Confidential

Industry

Architectural Visualization / PropTech / AI-Powered Design

Timeline

MVP In Active Development

Team Size

4

Year

2025

Status

In Progress

01 / THE CHALLENGE

The Challenge

Architects, designers, and property developers spend significant time converting 2D floor plans into 3D models using tools like Revit or SketchUp. A single conversion takes a specialist 4 to 8 hours, creating bottlenecks before every client presentation and slowing project approvals. Small firms without dedicated BIM staff are hit the hardest.

Most architects understand space, flow, and materials. They do not want to learn parametric modeling just to show a client what a room will look like. Existing tools require specialist knowledge, per-seat licensing in the thousands of dollars, and steep learning curves that are not practical for solo practitioners or small studios.

The goal was to build an AI that reads any 2D floor plan, including hand-drawn sketches, scanned blueprints, and digital CAD exports, and produces an interactive 3D model ready for client presentation. Zero CAD expertise required. Browser-based. Exportable in standard formats.

02 / OUR APPROACH

Our Approach

Intelligent 2D Plan Parser

Built a computer vision pipeline that accepts JPG, PNG, and PDF uploads of floor plans across wildly varied styles, including hand-drawn sketches, scanned paper blueprints, and digital CAD exports. The parser handles noise, skew correction, and varying line weights to extract a clean semantic representation of the space.

AI-Driven Room & Wall Segmentation

Deployed a CV segmentation model trained on architectural floor plan datasets to detect walls, rooms, doors, and windows with high precision. It also supports curved walls, open-plan spaces, and multi-storey layouts. Each detected element is classified and assigned geometry for 3D reconstruction.

Automated 3D Geometry Reconstruction

From the segmented floor plan, the pipeline extrudes walls to standard ceiling heights, places door and window apertures, and generates room geometry. Users can adjust ceiling heights, apply material presets, and configure lighting in the browser.

Real-Time Browser-Based 3D Viewer & Export

The output is rendered in a real-time Three.js and Babylon.js 3D viewer, with no plugin and no download. Users can orbit, zoom, and walk through the space. One-click export to PNG, GLB, and PDF supports listings and client presentation workflows.

03 / ARCHITECTURE

Technical Architecture

React
Three.js
Babylon.js
TypeScript
Python
FastAPI
Docker
Computer Vision
PyTorch
2D Plan Upload (Image/PDF/CAD)
CV Parser & Noise Correction
Wall & Room Segmentation Model
3D Geometry Reconstruction Engine
Real-Time Browser Viewer (Three.js/Babylon.js)
Multi-Format Export (PNG / GLB / PDF)

04 / RESULTS

Results & Impact

Instant

2D → 3D Conversion

3+

File Formats Supported (JPG, PNG, PDF)

3

Export Formats (PNG, GLB, PDF)

0

CAD Expertise Required

Performance benchmarks including reconstruction accuracy, conversion speed, and wall-detection precision will be published following MVP completion and architectural pilot validation.

  • Replaces 4 to 8 hours of specialist Revit or SketchUp modeling with a single browser upload
  • Handles varied inputs including hand-drawn sketches, 30-year-old scanned blueprints, and digital CAD exports in the same pipeline
  • Multi-room parsing with automatic door, window, and wall detection including curved walls and open-plan spaces
  • Browser-based 3D viewer with orbit and walk-through controls, no plugin or software installation needed for clients
  • GLB export works directly with Blender, Unity, and major property listing platforms

05 / PRODUCT

Screenshots & Product

https://app.studio/preview
ArchVision AI product screenshot 1 of 4

06 / USE CASES

Use Cases

Architecture Firms

Instantly convert any client-submitted floor plan sketch into a walkable 3D model for design review meetings, no BIM specialist required

Interior Design Studios

Visualize proposed room layouts, material choices, and furniture placement in 3D from a hand-drawn concept sketch in seconds

Real Estate Developers

Generate interactive 3D walkthroughs of off-plan properties from architect-supplied 2D drawings for pre-sales listings and investor decks

Construction Project Managers

Produce rapid 3D site visualizations from scanned legacy blueprints to communicate spatial changes to non-technical stakeholders

Ready to Build Something Like This?

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