An AI that learns directly from defective samples! Automating foreign matter contamination inspection.
In the electronic components industry, thorough elimination of foreign matter is required to ensure product quality and reliability. Particularly in electronic components with fine parts and complex structures, the presence of foreign matter can lead to significant issues such as decreased product performance and failures. NuLMiL is an appearance inspection AI that can automatically classify defective types simply by distinguishing defective parts. It enables early detection of foreign matter and prompt responses, helping to prevent the outflow of defective products. 【Usage Scenarios】 - Foreign matter inspection on electronic component manufacturing lines - Inspections in product quality control departments 【Benefits of Implementation】 - Reduction in the occurrence rate of defective products due to foreign matter - Cost savings through automation of the inspection process - Improvement in product quality and customer satisfaction
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basic information
**Features** - Improved accuracy through A/B testing and autonomous learning - Support functions for undetected, over-detected, and misclassified items, NG map - Alignment - Disbursement collaboration - Detection limits and resolution **Our Strengths** Founded in 1930, the Watanabe Trading Group has grown alongside the IT society by providing high-quality products and services as a manufacturing trading company. We accurately respond to customer needs and support problem-solving.
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Applications/Examples of results
[Inspection Examples] ■ Foreign matter on semiconductor wafers ■ Scratches on glass bottles ■ Dirt on toothbrushes ■ Scratches on metal shafts ■ Foreign matter in ground meat ■ Remaining bones in salmon *For more details, please download the PDF or feel free to contact us.
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Company information
Founded in 1930 as a specialized trading company for imports and exports, we celebrated our 90th anniversary in 2020 and are fully committed to the further development of the M.WATANABE Group. Since the mid-1960s, we have started manufacturing and selling our own products such as quartz processed products, silicone rubber molded products, and cleaning equipment, under the policy of selling silicon (Si) related products to the semiconductor industry. As a manufacturing trading company, we have grown alongside the IT society by providing high-quality products and services. Moving forward, we aim to create a company where employees of the group companies, centered around M.WATANABE & CO.,LTD., work vibrantly every day, and the entire workplace becomes a learning organization. We are determined to continue striving in all our business endeavors with a strong will to respond to the true needs of society. We sincerely ask for your continued support and patronage.
