When we started IntarsiaStudio, we wanted to answer a question: what would woodworking look like if you could turn any photograph into a ready-to-cut pattern in minutes?
The Problem with Custom Patterns
Traditional custom intarsia pattern design is slow and expensive. A professional designer might take 4–8 hours to convert a reference photo into a proper cutting pattern — outlining regions, simplifying shapes, assigning wood species, and preparing the SVG file. For a one-off family portrait or pet memorial, the commission cost often exceeds the value of the finished piece.
What the AI Generator Does
Our IntarsiaStudio AI Generator analyzes a photograph and outputs a segmented, vector-ready intarsia layout. Here's what happens under the hood:
Color Quantization. The algorithm reduces the image to a set of dominant color clusters — typically 4 to 8 — each mapped to a real hardwood species based on its tone.
Edge Detection. Boundaries between color regions are traced as smooth vector curves, forming the cut lines a scroll saw will follow.
Piece Simplification. Raw segmentation produces thousands of tiny fragments. The algorithm merges small regions into their dominant neighbors, eliminating impractical micro-pieces.
SVG Export. The final output is a clean SVG file: ready to print as a paper template, import into your CNC software, or hand-cut with a scroll saw.
Privacy First
Everything runs in your browser using JavaScript and WebAssembly. Your photos never leave your device. No server upload, no cloud processing, no storage.
Where It Works Best
AI generation excels with high-contrast photographs: wildlife with strong tonal separation, portraits with clear lighting, and landscapes with distinct horizon lines. It struggles with busy backgrounds, low-contrast images, and very fine details (hair, feathers) — areas where a human designer still has the edge.
What's Next
We're working on a guided refinement mode where you can manually merge, split, or reassign pieces before export. We're also training a model to suggest optimal grain direction for each piece automatically. Stay tuned.