Evaluation of the Comprehensive Quality of Appearance Based on Machine Vision

Embroidered fabric is a cloth that is dyed and processed after weaving, and is an important raw material for follow-up textile and apparel products. Therefore, the appearance quality of the embroidered fabric has a great influence on the subsequent printing and garment manufacturing processes. The main purpose of the textile production enterprises on the inspection of the brooding fabric is shown in two aspects:
1) Detecting the type and quantity of defects in the embryonic cloth so as to realize the scoring of the embryonic cloth;
2) Give the available information about the defect, and then the examiner can diagnose the problem and take reasonable solutions to reduce the recurrence of similar problems.

In the process of embroidering fabrics, the fabrics often have the following defects: lack of menstruation, lack of weft and oil. In view of these defects, the traditional appearance quality assessment of artificial fabrics is mainly based on manual inspection, that is, relying on a large number of people to perform off-line inspections on fabrics. Although this method can achieve certain quality control, it is prone to fatigue and inefficient. Each person's understanding of defects is highly subjective and there is no uniform standard. Therefore, the quality of the appearance quality of fabrics is not stable, which leads to a decline in the profits of the production enterprises, which in turn reduces the competitiveness of the products.

Manual inspection cloth inspection based on machine vision

Through the combination of artificial visual inspection ideas and advanced automation technology, the machine vision-based automatic inspection system of the appearance of the swatches provides a reliable, objective and stable method for evaluating the appearance of the swatches. It can detect flaws in the production process (online) and after production is completed (offline), fully guaranteeing product quality.

Xi'an Kede has many years of experience in industrial vision technology and textile factory on-site inspection and application. It successfully solves the problems of surface defects detection of textile products and glass fiber cloths. It not only helps factories reduce labor costs, but also enhances the quality of their products. More market competitiveness.

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