3mf webCLI

offline-first 100% local. Data never leaves your browser. Fork on GitHub
Drop a GLB file to begin - everything runs locally in your browser
Input Model

Click to choose or drag & drop a local file

GLB (binary glTF 2.0)

Segmentation
28

Pythia-style pipeline: chroma-weighted Lab k-means + edge-aware smoothing + MRF refinement. Auto-detect finds the natural palette size via the inertia elbow - or turn it off to match your printer's slot count (e.g. AMS = 4). You can merge clusters afterwards.

3D Viewer
Load a GLB to preview it here drag to rotate · scroll to zoom · right-drag to pan · click segments to select
Log
Ready. Drop a GLB file to begin.