In the textile industry, the quality of yarn plays a crucial role in determining the overall quality of the final product. One innovative tool that has emerged to assist in this evaluation process is the yarn chalkboard shaker. This device is specifically designed to shake yarns of specified density on a blackboard, allowing for a comprehensive assessment of yarn appearance quality....