1. Introduction to AI Techniques 2. Basic Concepts of Artificial Neural Network and Applications in Textiles 3. Use of the Support Vector Machine in Textiles 4. Applications of Fuzzy Inference Systems in Textiles 5. Applications of Rough Set in Textiles 6. Applications of Nature-Inspired Optimisation Algorithms in Textiles 7. Applications of Hybrid Intelligence Systems in Textiles