Automatic Inspection: Vision AI
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.
- Company：第一実業 経営企画本部
- Price：Other
