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Description
The

Equipment detection (PPE) allows you to detect

in the frame

people who enter or stay in the protected area without the necessary equipment and personal protective equipment (PPE), and also people who wear improperly applied PPE.

Note
titleAttention!

We recommend using the detection tool in "gateway" conditions: at the entrance to the area where the equipment or PPE is required, an employee stops for 5–10 seconds, during which the detection tool determines the presence of the necessary equipment (

see Examples of configuring

see Configuring the Equipment detection (PPE)

for solving typical tasks

).

Neural networks

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

  1. Segmenting network divides the human body into zones (head, shoulders, arms, hands, body, thighs, legs, and feet).

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

Note
titleAttention!

To train a classification neural network, you must provide a list of equipment (see Example of providing a list of valid equipment at the facility for the Equipment detection (PPE)).

Add-onsFor the Equipment detection (PPE) to work, you must install Neuro Pack add-on (see Installing DetectorPack add-ons)