An AI that learns directly from defective samples! Automating visual inspection of metal surfaces.
In the metal processing industry, early detection of surface defects is essential to maintain product quality. In particular, surface defects such as scratches, dents, and foreign matter adhesion not only impair the performance and appearance of products but can also lead to customer complaints. NuLMiL is an appearance inspection AI that can automatically classify defect types simply by highlighting the defective areas. By automating visual inspections, it achieves greater inspection efficiency and stabilizes quality. 【Usage Scenarios】 - Manufacturing processes of metal parts - Inspection processes after surface treatment - Quality inspection of final products 【Benefits of Implementation】 - Reduction of inspection time - Improvement of inspection accuracy - Prevention of defective products from being released - Reduction of inspection costs
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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 prioritize customer satisfaction and accurately respond to increasingly diverse and complex needs.
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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.
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