Textile AI Defect Detection — Tamil Nadu & Beyond

India's textile industry — concentrated in Tamil Nadu (Tirupur, Coimbatore), Maharashtra, and Gujarat — runs some of the world's highest-volume garment-manufacturing operations. Manual fabric inspection is slow, inconsistent, and increasingly hard to staff at scale. Opsio's textile AI defect detection systems replace human-only inspection with consistent computer-vision analysis at loom or inspection-table speed. Common deployment surfaces include weaving defects (broken ends, missing picks, slubs, hole formation), colour-shade anomalies (shade variation between rolls, colour fading), print quality (registration, smudging, missing strikes), and finishing defects (uneven dyeing, residual bleach marks). Each surface uses a model trained on the customer's annotated fabric images, deployed at the factory edge for sub-100ms decisions.