AI automatic visual inspection system capable of real-time defect classification.
High-precision image recognition with easy operation! This is an AI automatic visual inspection system that can detect product abnormalities and defects, achieving improvements in quality and production efficiency.
Our "NuLMiL" is an AI automatic visual inspection system that learns defective patterns with each application and automatically classifies types of defects. The AI, trained with color-coded image data differentiated for each type of defect, automatically identifies and classifies defects based on the applied colors. Through deep learning of good and defective products, it learns patterns of anomalies and defects to build a model for evaluating the appearance of products. This enables high detection accuracy with a small amount of defective product data, allowing for the classification of defect types as well as the detection of unknown defects. We have many achievements, including holes in tile materials, cracks in aluminum processed products, scratches on semiconductor wafers, scratches on aluminum processed products, burrs from holes in metal parts, and scratches on aircraft coatings. 【Features】 ■ Deep learning for good and defective product training ■ High-precision detection 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.
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basic information
【Automatic Inspection Device Equipped with NuLMiL】 ■NuLMiL Integrated Semiconductor Wafer Inspection Device (Inspection Target: Semiconductor Wafers) ■Multi-Angle Inspection Device "AIM-CIS" (Inspection Target: Processed Parts) ■Full Palette Inspection Device "IKZ-02" (Inspection Target: Small Molded Parts)
Price information
The package includes the following contents: Pro Version - Software License - Judgment PC - Learning PC - Coloring LCD Tablet - Contact (No Voltage Contact) - 1 Year AI Implementation Support Mini Version - Software License - All-in-One PC (including Judgment, Learning, and Coloring purposes) - 1 Month AI Implementation Support Please feel free to consult with us first.
Price range
P5
Delivery Time
P4
※Due to delays in parts procurement caused by the pandemic, delivery dates may be pushed back.
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.