Case Study of Automated Visual Inspection: Examples of Visual Inspection of Nuts and Legumes Using AI
Image Processing Appearance Inspection System "iVision"
An example of the automation of appearance inspection using AI to sort irregularly shaped nuts and legumes, including broken pieces and non-standard sizes!
Regarding the inspection of defective classification of nuts and legumes being transported on the line, would you consider switching from "visual inspection" to "automated inspection using cameras"? By installing cameras and lighting on the existing transport line and using AI in the analysis software, we will create a system to inspect whether any defects are present in the nuts and legumes during transport. With AI, it will also be possible to distinguish defects such as breaks, cracks, and out-of-spec sizes in nuts like almonds and walnuts, which are difficult to classify based on rules due to their varying shapes and sizes. 【Features of this system】 ■ Inspection can be conducted on the transport line without creating a separate inspection system. ■ Realization of image processing inspection equipment using AI. ■ Addressing defects that were difficult to detect with conventional inspection systems. ■ The equipment can be modified based on the inspection requirements. *First, we will verify whether the work desired by the customer can be inspected. *Detailed processing information and flow are included in the PDF.
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basic information
"Do you have any such issues?" ■ There are cases where defects are overlooked due to visual confirmation by personnel. ■ It takes time to educate on the standards for visual inspection, making it difficult to secure inspectors. ■ We want to automate inspections, but we are worried about whether we can inspect our own products. Our uniquely developed inspection software "iVision" is a product we highly recommend for those considering the automation of visual inspections. "iVision" is a software-centered product that allows for full customization, enabling us to deliver according to our customers' wishes. *For more details, please refer to the PDF materials or feel free to contact us.
Price information
Prices vary significantly depending on the configuration. If you let us know your desired specifications, we will first provide you with a rough estimate.
Delivery Time
※We typically take an average of 2 to 3 months from the time we receive your order.
Applications/Examples of results
【Purpose】 ■ Inspection device for amorphous materials using AI 【Case Studies】 ■ Nuts and other legumes * For more details, please refer to the PDF document or feel free to contact us.
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Company information
◆ Image Processing Inspection System iVision - Supports various inspections such as defect inspection for scratches, chips, and burrs, color tone inspection, character recognition, and dimensional inspection. - A waste-free system through full customization. - Wide range of implementation results in metals, plastics, electronic devices, building materials, textiles, etc. - Compatible with multi-axis robots, 3D sensors, and AI. - Reliable support including setup during installation. ◆ List of Various Sales Software 〇 VariCAD (Low-cost 3D/2D CAD software for mechanical design) 〇 WebDrive (SFTP client compatible with cloud storage) 〇 Titan FTP Server (SFTP server for Windows) 〇 ABBYY FineReader (All-in-one OCR software capable of editing PDF files) 〇 Diff Doc (Document file comparison software)