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The PPE Equipment detection tool (PPE) locates people individuals wearing no personal protective equipment within the area where it's required, and also individuals wearing improperly applied PPE.

For detection tool 's operation, you need at least two separate neural networks are used:

• a segmenting network

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

• a classifying network detects PPE

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

A PPE detection tool may use:

• its own metadata — in this case, the detection tool must be created under a camera parent object;
• metadata from the neural tracker — this requires detection tool creation under the neural tracker object.

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  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).