Appearance Inspection AI 'NuLMiL'
An AI that memorizes defective samples as they are! Automating visual inspections based on inspection standards.
"NuLMiL" is an appearance inspection AI that can automatically classify defect types simply by learning to color-code the defective parts of images. The AI is trained with color-coded image data for each type of defect, allowing it to automatically detect and classify defects based on the colors it has learned. Based on the design philosophy of "equipment that anyone can use," we provide a one-stop solution to our customers' challenges with inspection devices that require minimal poka-yoke and setup effort. 【Features】 ■ Improved accuracy through A/B testing and autonomous learning ■ Support functions for undetected, over-detected, and misclassified defects, NG map ■ Additional features that address specific needs: - Alignment - Discharge coordination - Detection limits and resolution *For more details, please download the PDF or feel free to contact us.
basic information
【Introduction Methods】 ■ Offline inspection equipment ■ Inline inspection equipment ■ Software only *For more details, please download the PDF or feel free to contact us.
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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.