Page History

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• GeneralNMHuman_v1.0GPU_onnx.ann (or GeneralNMHuman_v1.0_onnx.ann, starting with Detector Pack 3.16)—person;
• smokeScanned_v1_onnx.ann (or bestSmoke_v1.ann starting with Detector Pack 3.14)—smoke detection;
• fireScanned_v1_onnx.ann (or bestFire_v1.ann starting with Detector Pack 3.14)—fire detection;
• reid_15_0_256__osnetfpn_segmentation_noise_20_common_29_onnx.ann—search for the similar in the Neural tracker (see Similitude search).
  

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1. -p is a parameter to create a cache for a particular neural network.
   Command exampleExample of a command:
   

   Code Block
   ./NeuroPackGpuCacheGenerator -p /opt/AxxonSoft/DetectorPack/NeuroSDK/GeneralNMHumanAndVehicle_Nano_v1.0_GPU_onnx.ann

2. -v is a parameter to output the procedure log to the console during cache generation.
   Command example Example of a command to automatically create caches of four neural networks included in the Neuro Pack add-ons with log output:
   

   Code Block
   ./NeuroPackGpuCacheGenerator -v

3. --int8=1 is a parameter to create a quantized version of the cache for those neural networks for which quantization is available. By default, the --int8=0 parameter is disabled.
   Command exampleExample of a command:
   

   Code Block
   ./NeuroPackGpuCacheGenerator -p /opt/AxxonSoft/DetectorPack/NeuroSDK/GeneralNMHumanAndVehicle_Nano_v1.0_GPU_onnx.ann --int8=1

   Note
   title Attention!
   The neural networks for which the quantization mode is available are included in the Neuro Pack add-ons together with the *.info file.

4. -f is a parameter to save logs of the caching procedure to files. It is available starting with DetectorPack 3.15. When you use the -v and -f parameters together, logs for each created cache are saved to: <Path to the cache folder created for the GPU_CACHE_DIR system variable>\caching-utility-log. A separate log file is created for each neural network. Log files created during previous runs of the utility are deleted.
   Example of a command for creating a cache with detailed logging to the console and saving logs to files:
   

   Code Block
   language shell
   ./NeuroPackGpuCacheGenerator -v -f

The neural networks for which the quantization mode is available (see Neural tracker, Stopped object detector, Neural counter):

• GeneralNMCar_v1.0GPU_onnx.ann (or GeneralNMCar_v1.0_onnx.ann,starting with Detector Pack 3.16)—Vehicle.
• GeneralNMHuman_v1.0GPU_onnx.ann (or GeneralNMHuman_v1.0_onnx.ann,starting with Detector Pack 3.16)—Person.
• GeneralNMHumanTopView_v0.8GPU_onnx.ann (or GeneralNMHumanTopView_v0.8_onnx.ann, starting with Detector Pack 3.16)—Person (top-down view).

Starting with DetectorPack 3.11, the following neural networks were added:

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