NuLMiL for Ceramics
An AI that learns directly from defective samples! Automating crack inspection of ceramic products.
In the ceramic industry, early detection of cracks is crucial for maintaining product quality. Particularly in ceramic products subjected to high-temperature environments and heavy loads, the occurrence of cracks can lead to a decline in product performance or damage. Visual inspections may result in variations in inspection accuracy depending on the inspector's skill level. NuLMiL automatically detects and classifies cracks simply by marking defective areas. This achieves greater efficiency in inspections and stabilizes quality. [Usage Scenarios] - Crack inspection in the manufacturing process of ceramic products - Inspection tasks in quality control departments - Integration into manufacturing lines [Benefits of Implementation] - Improved inspection accuracy - Reduced inspection time - Lower labor costs - Prevention of defective products from being released Our Strength: As the Watanabe Shokai Group, founded in 1930, we provide optimal solutions tailored to our customers' needs. As a manufacturing trading company, we have grown alongside the IT society by offering high-quality products and services.
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**Features** - Improved accuracy through A/B testing and autonomous learning - Support functions for undetected, over-detected, and misclassified items, NG map - Alignment - Dispensing collaboration - Detection limits and resolution **Our Strengths** Founded in 1930 as a specialized trading company for import and export, we celebrated our 90th anniversary in 2020 and are fully committed to the further development of the Watanabe Trading 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.
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[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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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.