Automated Visual Inspection for Fabrics and Textiles

Zetamotion's advanced AI inspection for fabric and textile production — from woven and knitted materials to technical and coated fabrics. Our synthetic data-trained vision systems detect surface and structural defects with precision, ensuring consistent quality across color, texture, and pattern variations.

Fabrics and Textiles Defect Types

Fabric inspection is inherently complex due to variable weave patterns, fiber textures, and color inconsistencies that can mislead conventional vision systems. Our synthetic data approach overcomes these challenges by simulating realistic fabric textures, lighting, and motion effects, allowing our AI to accurately detect defects across a wide range of textile types. This enables fast deployment, reduced manual inspection, and uniform quality control across diverse materials. Some common defect types that we can inspect include, but are not limited to:

Weaving and knitting defects

Holes or tears

Stains and discoloration

Yarn misalignment or loose threads

Configuration & Reporting

Why choose Spectron

Spectron brings together data, configuration, and hardware into a single, adaptable toolkit engineered to drop into your line with minimal disruption and start adding value from day one.

Synthetic‑data engine means faster onboarding & higher accuracy

Human‑in‑the‑loop feedback keeps models improving & aligned with your inspection needs

On‑premise inference protects your data and uptime

Long term partnership & scalable inspection solutions

Partnership & Service

Ready to see if AI fits your line?

Share your product specs, target defect sizes, and current QC workflow. We’ll send back a practical, step‑by‑step feasibility report. No strings attached.

Feasibility assessment