An AI tailoring tool,
built openly.
Photo of a garment in, tech-pack vector out — and eventually, a way for anyone to tailor clothes they like online without guesswork.
Plates I–IV — from the new engine
04 of 04 · front + backfront
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Roadmap
IIWhat is, what is being made, and what is to come.
- 01
Photo → tech-pack flat → SVG
End-to-end engine. Photo of a garment in, professional black-line flat sketch out, traced into editable vector paths. Runs in ~7 seconds per view via Modal + Replicate. Verified on t-shirt, hoodie, polo, jacket, dress.
Shipped - 02
Public /try upload
Drop any garment photo in the browser and get the flat back. Wired directly to the production engine — same pipeline that produces the plates above.
Shipped - 03
Front + back from a single photo
Two views generated from the same upload: the front view of the garment as photographed and an inferred back view in the same construction language. Together they form a starter tech pack.
Shipped - 04
Side view (needs different architecture)
Off-the-shelf image models persistently draw a front when asked for a side profile. The honest path is 3D garment reconstruction → orthographic projection, not more prompt engineering on a 2D model. Parked until that's viable.
Later - 05
Measurement callouts + factory pack
Thin leader lines labelling sleeve, neckline and hem on the output SVG, plus a millimetre rule along one edge. Optional metadata layer for production handoff.
Building - 06
Fine-tuned model on a hand-drawn flats dataset
The real moat: build a paired (photo, hand-drawn-tech-pack-SVG) dataset and fine-tune a FLUX LoRA on it. Beats the off-the-shelf vision model on hard cases — tailored, technical, couture.
Later - 07
Tailor-to-photo measurements
Inverse problem: given a photo and a target body, produce the alteration deltas. The eventual goal — easier online tailoring for anyone.
Later
Recent commits
Fetched from the public repository. Build in public means the broken commits show up too.
View on GitHub ↗main · updated 3 weeks ago
- 9d648b3wip: snapshot (17 file change(s) idle 5675 m at 2026-06-17 15:48)3w
- fe59a43scripts: Rodin multi-view side-render + tight-crop retrace4w
- 4eb38a1scripts: Hunyuan3D side-render test wrapper + SVG normalisation4w
- ed7c490scripts: silhouette-to-filled-SVG converter for inline-tint customisers4w
- 2f15d50v3.22: positively-described side-profile prompt (no "rotate this" language)4w
- bc08219v3.21: replace pixel-zone whitener with component-based crease removal1mo
- 73d456ev3.20: scan + targeted remediation for creases on heavy garments1mo
- a5e3ad1v3.19: third FLUX polish pass on heavy garments (hoodie, sweatshirt, jacket, sweater)1mo
Bring a photo.
A clean front view of a t-shirt, hoodie, jacket, or polo. Roughly ten seconds for the front; about two minutes if you'd like a side.