A large circular knitting machine is a mechanical device deployed in the textile industry to produce knitted fabrics on a large scale. The device comprises of a circular frame with numerous needles ...

Abstract: The circular knitting machine plays a vital role in the textile industry, with the surface quality of its triangular line grooves directly affecting fabric performance. Existing detection ...