| Summary: | A code-generation and recognition technology that uses a modified ejection system in the diecasting
process is presented. To achieve the highest level of quality management, the first requirement in the
manufacturing process is to establish a product management system according to the specific product unit. Thus,
a method to individually identify each product, such as a barcode or QR code, is required during the production
process. Products manufactured in the die-casting process always have ejector pin (EP) marks. Herein, an
ejection system was modified to generate a unique code using EP marks. This ejection system has two features:
an EP with a modified head to show the direction of rotation, and a function to dependently rotate EPs (five or
six EPs) with a constant angle. The EPs are numbered according to the rotation angle. Thus, the EP marks
can be viewed as a five- or six-digit code. A program was also developed to individually identify the products
by automatically detecting and reading the EPs using deep learning-based object detection and classification
technology.
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