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Software and hardware requirements

The DetectorPack PSIM uses the AI analytics based on neural networks. The following AI features are available:

  1. Neurotracker (see Neurotracker).
    Neural Tracker detects only objects of a specified class.   The The Neural Tracker is more accurate than the regular one, and detects even static objects, but it requires more computing resources.

  2. AI Smoke and Fire detection (see Fire detection and Smoke detection).  
    Neural network detects fire and smoke in FoVFOV.

  3. AI Person location tracker (see Person location tracker). 
    AI-powered Posture Detection captures specific human poses that may represent a security threat.
  4. Neurocounter (see Neurocounter).
    Neural network counts the number of objects in a given area.
  5. Sweethearting detection (see Sweethearting at checkout detection).
    Neural network detects the theft of goods by cashiers who do not scan barcodes of some items barcodes at the checkout.
  6. Equipment detection (see Equipment detection (PPE)).
    Neural network divides the human body into segments, detects the equipment (PPE) on a given body segment, and checks its condition.

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Before you start setting up the AI-based detection tools, you should contact the AxxonSoft technical support and request the model files of the trained neural networks. Technical support specialists will request the required data (see Data collection requirements for neural network training) and then provide the files for each neural network model. These files should be distributed to all Servers where it is planned you plan to use the detection tools.

Note
titleAttention!

The startup (initialization) time of each neural network on NVIDIA GPU can take 2-3 minutes, depending on the used neural network model that you use. Until initialization is complete, no events will be received from detection tools.

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