Oumeima Nuigues

An Industrial Carpet Defect Dataset and a Hybrid Two-Stage Inspection Framework for Automated Quality Control

Automated visual inspection has become a critical component of Industry 4.0 manufacturing systems, enabling improved product quality, reduced operational costs, and increased production efficiency. In the carpet manufacturing industry, quality inspection remains particularly challenging due to the high variability of t...