Ali AI Online Garment Factory, Quality Inspection Efficiency Increased 5 Times

On the eve of double 11, many garment factories stepped up production in order to prepare goods. Ali AI was launched in several textile factories one after another. It is understood that AI algorithm can help factories to automatically complete the quality inspection of raw materials, grey fabrics, finished fabrics and ready-made clothes. The accuracy rate of identification is more than 90%, which is far higher than 70% of the human level, and the overall efficiency is greatly improved by five times.

China is the world's largest textile and garment production and processing place. However, at present, almost all factories' quality inspection work is done by manual work, which is one of the reasons for the low production efficiency. The data show that the average defect detection rate of a fabric inspector is only 70%, and it is easy to lead to a larger range of missed inspection due to fatigue, which ultimately affects the overall quality of clothing.

There are dozens of common fabric types on the market, and there are nearly 100 kinds of fabric defects, and many defects are extremely similar in shape. It is difficult for traditional machine vision technology to realize automatic detection. In order to enable the machine to accurately identify the subtle differences of fabrics and improve the detection rate, the aridamo Institute has established the industry's first fabric training set, so that AI can fully learn the texture characteristics of different kinds of fabrics, and can identify defects of one tenth of the hair diameter.

At present, Ali AI can complete the quality inspection of chemical fiber, cotton, denim, leather and other mainstream fabrics, and accurately classify defects, such as wrinkles, spots, stains, stains, etc., from grey cloth to finished fabrics, it can assist quality inspection personnel to make quality control decisions. During the double 11 period, manufacturers can use Ali AI to increase the stock volume.

In fact, as early as 2017, Alibaba cloud developed the industry's first industrial vision AI solution, which has been gradually applied to steel, chemical fiber, automobile and other fields. For example, Chint new energy launched the first AI quality inspection in the photovoltaic industry in China, realizing the millisecond automatic determination of defects in single crystal and polycrystalline cells and modules.

Chu Zhi, an algorithm expert at Dharma Institute, said, "AI has become an important method for reducing costs and increasing efficiency in traditional industries. In the past few years, Ali has developed AI algorithms for different scenarios, which have been widely used in industries, transportation, medical care, education and other fields." Ali AI has taken the lead in AI chip, AI cloud service, AI algorithm, AI platform and industrial AI.

In the field of translation, Ali has recently completed the world's first live broadcast of multi language real-time translation. During the live broadcast, Ali AI accurately translated the Chinese live broadcast into English, Russian, Spanish and other languages. In the medical field, Ali released the refined management plan for medical institutions at the China Hospital Quality Conference. It is mentioned in the plan that Ali Medical AI can read cases, provide treatment suggestions for patients, and improve hospital management efficiency. During the period of exploration and application, the number of surgeries increased by 20%, and the average hospitalization expenses decreased by 9%.

According to the staff of the well-known domestic auxiliary store platform store baby, the development speed of Ali artificial intelligence is far beyond imagination. On the eve of double 11, AI virtual live broadcast has appeared in the live broadcasting room. It can not only listen and speak, but also can dance and rap. It is reported that Ali virtual anchor will be on line in Givenchy, L'Oreal, Nestle and other businesses' live broadcasting rooms. The staff disclosed that as a technology-based company, after AI anchor technology matures, store baby will deploy to its member stores as soon as possible, so that small and medium-sized sellers can also feel the benefits of technology.