Overview
ProductLens AI transforms visual data into actionable insights by leveraging advanced object recognition and product-matching technology. Built as part of the CustomHome.AI platform, it enables architects, designers, and builders to connect objects in images—renderings, floor plans, or photos—with real-world products and BIM models, streamlining workflows and enhancing precision.

Technical Process

  • Object Recognition: Powered by MaskFormer, ProductLens AI generates pixel-perfect segmentation masks to identify architectural elements like doors, windows, and finishes. Its fine-tuned models excel across diverse image types, ensuring unparalleled accuracy.

  • Feature Matching: Using CLIP for feature extraction, the tool matches detected elements to product catalogs with high precision via similarity metrics like cosine similarity. Detected objects seamlessly link to vendor products, complete with specifications and availability.

  • Multi-View Analysis: By aligning floor plans and elevations, the system determines wall heights, window placements, and roof alignments, ensuring accurate 3D reconstruction.

  • Integrated OCR: Extracts room names, dimensions, and annotations to auto-generate Revit rooms and contextual data, further streamlining the design-to-BIM process.

Features and Applications

  • Product Recommendations: Instantly matches finishes, fixtures, and materials to real-world products, simplifying design decisions.

  • BIM Integration: Outputs JSON files compatible with CustomHome.AI tools for automated framing, QTOs, and construction-ready models.

  • Automation at Scale: Eliminates manual bottlenecks, enabling faster, more accurate workflows for custom home projects.