Hardware requirements for the Tracker with neural filter operation

When using the neural filter for the Tracker object, the following hardware requirements should be met:

1. Only NVIDIA GPUs are supported. GPUs from other manufacturers are not supported. The neural filter can also use the CPU resources.
2. NVIDIA GeForce 1050 Ti GPU or newer. GPU requirements:
   
   1. at least 2 GB of memory;

   2. Compute Capability 3.0 or higher.

      Note.

      You can check the GPU's Compute Capability version on the manufacturer's web site.

3. Minimum video image resolution of 640x480 px.

A single neural network consumes 500 MB of video memory. Each neural network is distributed between several object trackers within the GPU. For example: to apply the neural fire detector and the neural smoke detector to any number of channels, you should use a 1 GB graphics card or higher. You can use multiple video cards in your system.