TEXTILE AI PLATFORM · WEAVE-I

AI Inspection for
Woven Fabrics

Real-time defect detection for looms and weaving machines. Weave-I inspects every metre of woven fabric at full production speed — detecting weave faults, pattern errors, and surface defects before they leave the loom.

What Weave-I Detects

AI-powered detection of every critical woven fabric defect, running continuously at full production speed.

Broken Ends

Warp break detection in real time, triggering immediate alerts to prevent downstream waste.

Missing Picks

Weft fault identification — missing, double, or irregular picks caught at the moment they occur.

Pattern Deviations

Design and pattern error detection for jacquard, dobby, and plain weave structures.

Reed Marks

Identifies reed mark streaks and density irregularities across the fabric width.

Selvedge Defects

Edge quality monitoring for loose, tight, or damaged selvedge regions.

Contamination

Foreign fibre and contamination detection with sub-millimetre precision.

Density Variations

Monitors thread density uniformity across both warp and weft directions.

Surface Finish Defects

Detects surface anomalies, pilling, and finish irregularities in real time.

How It Works

Three steps. Full-speed inspection. No cloud dependency.

1

Camera

High-resolution industrial cameras mounted at the loom capture every millimetre of fabric in real time.

2

Edge AI

On-premise Intel edge compute processes frames in 20ms. AI models trained on millions of woven fabric images detect defects instantly.

3

Action

Automatic loom halt, operator alert, defect logging, and grading. Full roll traceability from loom to warehouse.

20ms
Response Time
100%
Fabric Inspected
0
Cloud Dependency
Any
Loom Type

Why Weave-I

Part of the Textile AI Platform

Weave-I is part of CountAI's Textile AI Platform alongside Knit-I, Print-I, Cut-I, Cone-I, and Fab-I. Each product inspects a different stage — together they cover the entire textile value chain.

See Weave-I in Action

Schedule a demo to see how Weave-I can transform your weaving quality control.

Schedule a Demo