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Description

The Equipment detection

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(PPE)

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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!

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We recommend using the detection tool in "gateway"

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conditions: at the entrance to

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the area

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where the equipment or PPE is required,

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an employee

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stops for 5

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10 seconds, during which the detection tool determines the presence of the necessary equipment (see Examples of configuring Equipment detection

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Neural networks

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

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  1. Segmenting network divides the human body into zones (

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  1. head, shoulders, arms, hands, body, thighs, legs, and feet)

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  1. .

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  1. Сlassification network

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

Note
titleAttention!

To train a classification neural network,

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you must provide a list of equipment (see Example of providing a list of valid equipment at the facility).

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titleNote
Add-onsFor the Equipment detection (PPE) to work, you must install Neuro Pack add-on

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