Nowadays, the pace of industrial development is increasing and Taiwan’s traditional textile industry wants to catch the global trend for fast fashion. The textile industry like textile manufacturers and fabric mills need to accelerate their upgrade roadmap to get to market faster. In traditional textile industries, design, selection, spinning, weaving, dyeing, and finishing, all consume a lot of resources and time. For example, it takes several days or weeks to manually identify the right types of fabrics and quality materials. However, if there are material defects, it can seriously stall the whole process from pre-production all the way to mass production phases and of course, delivery to the customer.