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For detection tool operation, at least two separate neural networks are used:

• Segmenting network — it network—it structures up an image of a human body (locates head, shoulders, arms, hands, thighs, legs and feet);

• Classifying network — it network—it detects equipment (PPE) on a specified body part, and checks if it's properly applied. 

  Note
  title Attention!
  To train a classification neural network, it is necessary to provide a list of equipment (see Example of providing a list of valid equipment at the facility).