"NuLMiL," an appearance inspection AI that can automatically classify defects by painting and memorizing.
Automatic appearance inspection with AI × image recognition! Achieving high defect detection accuracy with a small amount of defective and good product data through hybrid learning.
Our "NuLMiL" is an appearance inspection AI solution that learns defective patterns with each application and automatically classifies defect types. The AI, trained with color-coded image data that distinguishes each defect, automatically identifies and classifies defects based on the applied colors. Through hybrid learning of good and defective products, it achieves high detection accuracy with a small amount of defective product data, detecting not only classified defect types but also unknown defects. 【Features】 ■ Automation of sensory inspection through AI creation using limit samples and dimensional information ■ Hybrid learning of good and defective products ■ High detection accuracy with a small amount of defective product data ■ Detection of unknown defects in addition to classification of defect types *For more details, please refer to the PDF document or feel free to contact us. *Free verification is also available. Please inquire for more details.
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basic information
【NuLMiL Equipped Automatic Inspection Device】 ■NuLMiL Integrated Semiconductor Wafer Inspection Device (Inspection Target: Semiconductor Wafers) ■Multi-Angle Inspection Device "AIM-CIS" (Inspection Target: Processed Parts) ■Whole Palette Inspection Device "IKZ-02" (Inspection Target: Small Molded Parts)
Price information
The price will be open. Please feel free to contact us for more details.
Price range
P5
Delivery Time
※Delivery times may vary depending on the implementation type and the presence of hardware. Please feel free to contact us.
Applications/Examples of results
[Inspection Cases] ■Holes in tile materials ■Cracks in aluminum processed products ■Scratches on semiconductor wafers ■Scratches on aluminum processed products ■Burrs on holes in metal parts ■Scratches on aircraft painted products
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Company information
Our company is a group of engineers that realizes system development and industrial efficiency using AI technology through the development and sales of software utilizing advanced technology. Currently, we are engaged in providing appearance inspection solutions using AI and image processing for the manufacturing industry. In the manufacturing sector, strict selection criteria are established for products, and companies must conduct inspections to meet these standards. With the increasing diversification of manufactured products, dedicated inspection systems are unable to keep up, resulting in the necessity of visual inspections by humans. Since pass/fail judgments are made based on human senses, even if manuals such as limit samples are created, human errors can occur, leading to variations in judgment criteria among inspectors. Naturally, as humans, differences in work accuracy and speed arise due to mental and physical fatigue. To address this issue, our company is continuously developing inspection solutions capable of accommodating diverse manufacturing. We have fully developed and sold eight types of software to date.
![Appearance inspection of wall materials and boards (classified by type of defects) [Free verification conducted]](https://image.mono.ipros.com/public/product/image/830/2000743568/IPROS52755053645741990002.jpeg?w=280&h=280)
![Appearance inspection of sand grain contamination from shells and seaweed [Free verification conducted]](https://image.mono.ipros.com/public/product/image/a95/2000891873/IPROS87460949111222527276.gif?w=280&h=280)
