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Industrial Internet of Things implies the concept of combining all electronic devices into a single network in an industrial enterprise, where each device can communicate with each other. The task of people in such an enterprise is to control automatic systems. In addition, enterprises of increased complexity will always need people. The article describes the process of preparing and partially implementation sign language translation in real time that can be embedded in an enterprise. The choice of architecture, recognition methods and programming languages used to create the system is considered. The system was decomposed into functional subsystems.