Production Line Anomaly Detection System - メーカー・企業と業務用製品 | イプロスものづくり

[Development Case] Development of an Anomaly Detection System in a Production Factory

Establishing an anomaly detection system in the production line of a food factory.

In 2018, we built an anomaly detection system for the production line of a food factory. In food production environments, the presence of impurities and unsanitary substances can become problematic. Therefore, a high recall inference system is required. From searching for appropriate models to implementation, training, and building the inference system, we researched suitable models and carried out their implementation, training, evaluation, and the construction of the inference system. To avoid existing patents, we developed a new model. Many companies are working on anomaly detection in this type of production line, and this time it was necessary to construct a new model that does not infringe on already filed patents. Thus, we conducted research at CVPR and ICCV and implemented a newly proposed type of anomaly detection model. *For more details, please refer to the related links or feel free to contact us.*