Achieving high-speed and high-precision inspection with AI [AI High-Speed Automatic Inspection System]
By applying a unique statistical method to a deep learning model with high accuracy, we will further enhance performance and achieve acceleration. We aim to achieve high-precision inspections with minimal training data and pursue continuous accuracy improvement through reinforcement learning. 【Challenges】 ● As production speed increases, it becomes impossible to visually confirm defective products. ● The quality of inspections is influenced by individual capabilities, leading to a lack of consistency. ● Due to a shortage of labor, it is difficult to inherit inspection techniques and increase productivity. 【Implementation Method】 (1) Camera footage from the manufacturing line * There is no need to prepare defective data as the model is created using only normal data. (2) Inference with the AI engine (3) Real-time identification of defective products ⇒ Implementation is possible on high-speed lines of about 2m/s. 【Effects】 Improvement in productivity, reduction in labor, and the ability to establish effective production plans.
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basic information
Arithmer Inc. applies cutting-edge mathematics to develop its proprietary AI engine, "Global Functions." For seven years since its founding, it has provided trusted AI solutions to many major companies. It has a proven track record with numerous enterprises and delivers high-precision and fast solutions in a short period.
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Applications/Examples of results
【Applications】 ● Organizational inspection (for major pharmaceutical companies) ● Shipping records, anomaly detection (for major beverage companies) ● Detection of cap and label anomalies 【AI Solution Achievements】 ● Wind Power AI: Predictive maintenance AI for equipment, power generation forecasting AI ● Manufacturing AI: Predictive AI for factory operations, cart quantity operation AI ● Logistics AI: Picking AI within warehouses, route optimization AI for logistics ● Infrastructure AI: Digital AI for urban planning, flooding AI for construction sites ● Retail AI: Recommendation AI for e-commerce sites, matching AI for financial data ● Bio AI: Robot AI for drug discovery technology, AI for optimizing production processes based on data
Company information
Daiichi Jitsugyo (DJK) is expanding its business centered around seven operations as a supplier of industrial machinery both domestically and internationally. As we recognize the challenges facing the world alongside the realization of a prosperous life through industrial development, we aim to connect the accumulated know-how we have developed to the realization of a sustainable society, supporting global manufacturing with our ability to propose advanced technologies and services that meet diverse needs.
