Real Estate · 2025

PropVision

Computer vision for real-estate valuation

PropVision
Overview

Project Overview

Computer vision platform that analyses property listing photos to extract features, detect condition issues, and generate automated valuation adjustments.

The Challenge

Valuers were spending 2 hours per property manually reviewing photos and writing condition reports.

Our Solution

Trained a custom CV model on 500K+ property images to detect 60+ features and defects, integrated directly into the valuer's existing workflow.

Outcomes

What We Achieved

  • 92% defect detection accuracy
  • 75% reduction in report time
  • Integrated into 3 major valuation platforms
  • Valued 80,000+ properties
Tech Stack
Python PyTorch FastAPI React AWS Rekognition PostgreSQL
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