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Using fine patterns on the product surface as individual ID GAZIRU individual identification.

Using fine patterns on the product surface as individual ID GAZIRU individual identification.

Traceability that achieves manufacturing innovation (improvement of yield) and minimizes recall costs, and GAZIRU individual identification as a countermeasure for the RWA oracle problem.

Achieving individual identification based on the fine irregularities and patterns that naturally occur during the manufacturing of products and parts. Related research: Artifact metrics (technology that measures the unique physical characteristics of artifacts and utilizes them for individual (item) authentication, etc.) ■ Commonly used individual identification methods Engraving and attaching serial numbers, engraving and attaching barcodes and QR codes (2D codes), attaching RFID. ■ Individual identification using images of items (without tags, traceability) Capturing the individual differences on the surface of manufactured goods with a camera and matching them through image recognition. Enables identification of individuals in a non-invasive and unprocessed manner for manufactured goods. Achieves traceability for manufactured goods and parts where securing individual identification methods has been difficult until now.

  • Company：GAZIRU
  • Price：5 million yen-10 million yen
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  • Process Control System
  • Individual identification system

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[AI Implementation Case] Individual Identification System for Koi Carp Using Machine Learning

[AI Implementation Case] Individual Identification System for Koi Carp Using Machine Learning

Reducing management burden by improving the accuracy of carp identification! We are advancing research towards further accuracy improvement.

In order to promote local industries in Niigata, we are considering "how we can be of help with IT" and, with the cooperation of Dainichi Koi Farm Co., Ltd. (headquartered in Ojiya City, Niigata Prefecture), we are working on the development of a "Koi Individual Identification System." The koi farming industry relies heavily on the experience and intuition of craftsmen. To digitize the knowledge of these craftsmen for the training of future generations and for better koi production, we are currently conducting research aimed at improving the accuracy of a method for identifying individual koi that is not affected by changes in their growth (patent obtained). *For more details, please refer to the related links page or feel free to contact us.

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  • Individual identification system

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Just by photographing the subject, individual identification is complete! 'GAZIRU Individual Identification'

Just by photographing the subject, individual identification is complete! 'GAZIRU Individual Identification'

For products that are difficult to laser engrave or tag! Individual identification of various items without processing or tags! Contributes to ensuring traceability and reducing management workload.

"GAZIRU" is a service that allows for the identification of individual items simply by holding a camera up to the object, without the need to alter the product or item. By capturing the surface variations of manufactured goods with a camera and verifying them through image recognition, it is possible to identify individual components and the materials that make up those components. Even when printing, engraving, or attaching tags to products is difficult, individual management can be easily achieved, realizing "high precision," "high speed," and "versatile" individual identification. [Use Cases] - Ensuring traceability for small parts or products with complex shapes. - Quickly identifying products with similar defects during a malfunction, allowing for inspection and recall to minimize product recalls. - Measures against counterfeit goods and unauthorized distribution through authenticity verification. *For more details, please download the PDF or feel free to contact us.

  • Image analysis software
  • Individual identification system

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