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According to the Federal State Statistics Service for 2017, over 25,000 injuries at work were registered in Russia, of which 1,138 were fatal. Studies have shown that most of the injuries in the workplace due to non-compliance with technical safety rules, namely the lack of personal protective equipment or their improper use. To improve the efficiency of monitoring compliance with the rules of technical safety at industrial facilities, this paper discusses the use of vision systems for automatic control of the availability of personal protective equipment at workers in the area of industrial work.