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Machine vision & quality

Fabric Vision

Automated visual inspection for woven fabric that finds defects, guides each fix and grades every roll.

Client
Textile manufacturer · repeat client
Area
Woven fabric inspection
Status
In production on selected machines
Practice
Robotic Process Automation & Digital TwinsAlso: Contract R&D

The challenge

Manual inspection of woven fabric is slow, labor-heavy and only as consistent as the inspector on shift. Our client wanted inspection that was faster, cheaper to run and more reliable.

What we built

An automatic quality-inspection system built on our custom computer-vision pipeline. A camera scans the fabric as it runs over the inspection board; the system detects defects and records exactly where each one is.

When a defect is found

  • If it can be fixed by hand, the fabric feeder stops automatically.
  • The machine’s status light comes on and the inspector’s handheld device shows which inspection board needs them.
  • Once the fix is made, the system confirms it and restarts the feeder.

Every roll graded

At the end of each roll, a digital grading report records the roll’s total length and the start and end point of every defective section.

Fig. 02 — The inspection loopSchematic
A six-step closed inspection loop (scan, detect and locate, stop the feeder, alert the inspector, fix, verify and restart) and a roll grading report marking defective sections along the roll's length. CLOSED-LOOP INSPECTION 1 ScanCamera scans the fabric 2 Detect & locateFlagged, position logged 3 Stop the feederOnly if a person can fix it 4 Alert the inspectorStatus light + handheld 5 Fix at the right boardInspector makes the repair 6 Verify & restartFeeder restarts by itself Roll grading reportgenerated for every roll Defective section, start to end start end 0 m Total roll length

Swipe sideways to see the whole schematic

Results

Multi-fold faster

Inspection speed increased many times over.

Lower inspection cost

Inspectors make the fixes; the system does the searching.

Consistent quality

Objective detection, and every fix verified by the system.

A grade for every roll

Length and defect positions recorded automatically.

  • Custom computer vision
  • Defect detection & location
  • Automatic feeder stop & restart
  • Status light & handheld alerts
  • Fix verification
  • Digital roll grading

Start a conversation

Still running on paper or manual checks?

Tell us about it. We’ll tell you plainly what we’d do first, and whether we’re the right fit.