NvDsActionRecognitionExt¶
Components for using the NVIDIA TAO Toolkit Action Recognition models
UUID: b7259b47-6df1-4774-b55f-ccd71e692c44
Version: 1.0.0
Author: NVIDIA
License: Proprietary
Components¶
nvidia::deepstream::NvDsActionRecognition2D¶
Configuration for NVIDIA TAO 2D Action Recognition model.Recognizes actions Push, Fall, Walk, Run, Ride Bike.
For more information: https://ngc.nvidia.com/catalog/models/nvidia:tao:actionrecognitionnet
Model files must be downloaded and extracted to /opt/nvidia/deepstream/deepstream/samples/models/tao_pretrained_models/actionRecognition
Component ID: deca38c1-5fcd-40f6-9c2a-95f4d83524ca
Base Type: nvidia::deepstream::INvDsInferModelConfigComponent
Parameters¶
model-engine-file
Path to the model engine file. Absolute or relative to the extension directoy.
Flags: GXF_PARAMETER_FLAGS_OPTIONAL
Type: GXF_PARAMETER_TYPE_FILE
enable-dla
Enable DLA for inferencing
Flags: GXF_PARAMETER_FLAGS_OPTIONAL
Type: GXF_PARAMETER_TYPE_BOOL
Default: False
use-dla-core
DLA Core to use for inferencing
Flags: GXF_PARAMETER_FLAGS_OPTIONAL
Type: GXF_PARAMETER_TYPE_UINT64
Default: 0
tensor-meta-pool-size
Size of the output tensor meta pool
Flags: GXF_PARAMETER_FLAGS_OPTIONAL
Type: GXF_PARAMETER_TYPE_UINT64
Default: 6
network-mode
Data format to be used by inference.
Valid values:
0: FP32
1: INT8
2: FP16
Flags: GXF_PARAMETER_FLAGS_OPTIONAL
Type: GXF_PARAMETER_TYPE_UINT64
Default: 2
classifier-threshold
Minimum threshold label probability. The classifier outputs the label having the highest probability if it is greater than this threshold
Flags: GXF_PARAMETER_FLAGS_OPTIONAL
Type: GXF_PARAMETER_TYPE_FLOAT64
Default: 0.0
nvidia::deepstream::NvDsActionRecognition3D¶
Configuration for NVIDIA TAO 3D Action Recognition model.Recognizes actions Push, Fall, Walk, Run, Ride Bike.
For more information: https://ngc.nvidia.com/catalog/models/nvidia:tao:actionrecognitionnet
Model files must be downloaded and extracted to /opt/nvidia/deepstream/deepstream/samples/models/tao_pretrained_models/actionRecognition
Component ID: 0ed5a99d-5445-4eeb-823b-3f6a2f77305e
Base Type: nvidia::deepstream::INvDsInferModelConfigComponent
Parameters¶
model-engine-file
Path to the model engine file. Absolute or relative to the extension directoy.
Flags: GXF_PARAMETER_FLAGS_OPTIONAL
Type: GXF_PARAMETER_TYPE_FILE
enable-dla
Enable DLA for inferencing
Flags: GXF_PARAMETER_FLAGS_OPTIONAL
Type: GXF_PARAMETER_TYPE_BOOL
Default: False
use-dla-core
DLA Core to use for inferencing
Flags: GXF_PARAMETER_FLAGS_OPTIONAL
Type: GXF_PARAMETER_TYPE_UINT64
Default: 0
tensor-meta-pool-size
Size of the output tensor meta pool
Flags: GXF_PARAMETER_FLAGS_OPTIONAL
Type: GXF_PARAMETER_TYPE_UINT64
Default: 6
network-mode
Data format to be used by inference.
Valid values:
0: FP32
1: INT8
2: FP16
Flags: GXF_PARAMETER_FLAGS_OPTIONAL
Type: GXF_PARAMETER_TYPE_UINT64
Default: 2
classifier-threshold
Minimum threshold label probability. The classifier outputs the label having the highest probability if it is greater than this threshold
Flags: GXF_PARAMETER_FLAGS_OPTIONAL
Type: GXF_PARAMETER_TYPE_FLOAT64
Default: 0.0