
01
Capture
Shoot a fabric swatch with any phone or microscope camera. PNG, JPEG, WEBP — up to 10MB.
ThreadCounty is the AI quality-control platform built for textile manufacturers. Upload a fabric image — identify the type, detect defects, and score quality in under five seconds.

Cotton Denim
conf · 0.984
Quality
92/100
Trusted by manufacturing teams at
What you get
From identification to recommendation, every part of the textile QC pipeline collapses into a single upload.
Distinguish 40+ fabric types — cotton, silk, wool, polyester, blends — from a single macro photo.
Catch pilling, snags, missing picks, color bleed, and weave irregularities before they ship.
Identify plain, twill, satin, herringbone, and dobby patterns with thread-density estimates.
A 0–100 composite score grounded in texture, defect density, and weave consistency.
Built on edge inference. Results land before your QC team takes the next sample.
Every analysis includes manufacturing recommendations. Export PDF or share by link.
How the AI works
A single multimodal model trained on millions of fabric macros. No setup, no calibration — upload and read the report.

01
Shoot a fabric swatch with any phone or microscope camera. PNG, JPEG, WEBP — up to 10MB.

02
Our vision model runs identification, weave analysis, and defect detection in parallel.

03
Get the fabric type, quality score, and recommendations. Export PDF or push to history.
fabrics analyzed
classification accuracy
median latency
fabric classes
From the floor
"We replaced two visual inspectors with ThreadCounty in our finishing line — and our defect-escape rate dropped 38%."
Priya Menon
Head of QC · Kavya Looms
"The quality-score field plugs straight into our ERP. It's the first AI tool our floor staff actually use."
Hiroshi Tanaka
Plant Manager · Asahi Textiles
"Identifying fiber blends used to take a lab. Now it's a phone photo."
Sara Lindqvist
R&D Lead · Nordheim Wovens
Frequently asked
Start free
Upload your first fabric image in 60 seconds. No credit card. No setup.