TSFabrics: A Time-Series Fabric Dataset for Real-Time Defect Detection on Circular Knitting Machines
The alternative text for this image may have been generated using AI. Unlike single static fabric images, continuous time-series fabric data capture both spatial and temporal information to reflect ...
Automated inspection of textile surfaces is challenged by the scarcity and geometric intricacy of real defect samples, especially the elongated, sub-millimetre scratches critical for quality grading.
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