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To solve the problem that the fabric seam detection in calendaring process by manual labor is low efficiency and low reliability, a new automated inspection system for fabric seam based on image processing is proposed, which consists of artificial intelligence, image processing, and mechanical drive device for the integration of textile automation control system.