Automated Textile Fabric Defect Inspection Machine with Linear Actuator
Motorized fabric unwinding and scanning station identifying holes, snags, and weaving stains with automated chalk marking.
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Project Technical Overview
Automates manual fabric quality inspection in garment factories. Fabric unrolls continuously under a camera mounted on a high-speed linear gantry. Computer vision flags yarn imperfections and activates a solenoid chalk marker to pinpoint defects for cutting operators.
Read the foundational IEEE conference research paper, citations, and algorithmic architecture for this project.