Fabric pattern recognition harnesses both classical image analysis and cutting-edge machine learning to identify, classify and authenticate woven, knitted and printed textiles. Early approaches relied ...
TSFabrics: A Time-Series Fabric Dataset for Real-Time Defect Detection on Circular Knitting Machines
Unlike single static fabric images, continuous time-series fabric data capture both spatial and temporal information to reflect texture consistency and dynamic changes in the fabric over time. The ...
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