By utilizing high-precision optical sensors to detect real-time hook movement and integrating AI motion algorithms, the system enables monitoring and measurement of remaining bobbin thread quantity. This innovation aims to minimize fabric defects such as needle holes and discontinuous stitches caused by thread used-out during the sewing process, ensuring the complete execution of sewing requirements.







