Textile Guide

Artificial intelligence and deep learning (DL) are revolutionizing manufacturing and quality management.

The textile industry is currently at a critical turning point as of April 2026, transitioning from a traditional linear model to one defined by , artificial intelligence (AI) integration , and advanced bio-materials . While fiber production has doubled since 2000, leading to significant environmental strain, innovators are now leveraging deep learning for quality control and developing carbon-capturing fibers to reshape the sector's future. 1. Environmental Impact & Sustainability textile

The textile sector is a major driver of global resource consumption and pollution. In the EU, average annual consumption per person

: As of 2026, the industry accounts for 21% of global water scarcity and over 3% of global CO2 emissions . In the EU, average annual consumption per person requires of water and 391 kg of raw materials. In the EU