With the introduction of AI, we are achieving automated inspections with high quality! A case that can handle multiple types of raw materials and foreign substances.
We would like to introduce a case where AI was implemented for quality inspection of raw materials in consumable manufacturing. In the company that requested our services, inspectors previously needed to visually detect minute foreign substances that occasionally mixed in with the raw materials (plants) flowing on the production line. This visual detection by inspectors was challenging, and existing inspection equipment could not handle it, especially since conditions varied by factory and line. To solve this issue, we installed fixed cameras on the production line and implemented an AI algorithm to determine good and defective products, achieving high-quality, automated inspection. Additionally, we introduced a total system that allows the customer to manage multiple factories and lines independently. For inquiries about the implementation of AI in the visual inspection of products and raw materials on the production line, please feel free to consult with Araya. 【Effects After AI Implementation】 ■ Automation of foreign substance detection ■ Support for multiple types of raw materials and foreign substances ■ Capability for the customer to manage other factories/lines with different conditions independently *For more details, please refer to the PDF document or feel free to contact us.
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【Points of Improvement in AI Development】 ■ Achieved gradual accuracy enhancement ■ Implemented measures to reduce false detection rates ■ Introduced systems considering customer operations *For more details, please refer to the PDF document or feel free to contact us.
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【Purpose】 ■For those considering the introduction of AI for visual inspection on manufacturing lines - If existing inspection machines cannot be automated or unmanned, and manual work is being performed - If you want to implement a system that fits the operational processes on-site - If there are multiple objects or lines to be inspected, or if inspection methods change, and you want to be able to handle changes yourself, etc. *For more details, please refer to the PDF document or feel free to contact us.
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Our company utilizes artificial intelligence, particularly machine learning algorithms that include deep learning, to provide a wide range of solutions that can meet the diverse needs of our customers. We offer AI/DX solutions tailored to the specific business operations of each company, so please feel free to contact us.