create_dl_layer_zoom_factor T_create_dl_layer_zoom_factor CreateDlLayerZoomFactor CreateDlLayerZoomFactor create_dl_layer_zoom_factor (Operator)
Name
create_dl_layer_zoom_factor T_create_dl_layer_zoom_factor CreateDlLayerZoomFactor CreateDlLayerZoomFactor create_dl_layer_zoom_factor
— Create a zoom layer using size factors.
Signature
void CreateDlLayerZoomFactor (const HTuple& DLLayerInput , const HTuple& LayerName , const HTuple& ScaleWidth , const HTuple& ScaleHeight , const HTuple& Interpolation , const HTuple& AlignCorners , const HTuple& GenParamName , const HTuple& GenParamValue , HTuple* DLLayerZoom )
HDlLayer HDlLayer ::CreateDlLayerZoomFactor (const HString& LayerName , const HTuple& ScaleWidth , const HTuple& ScaleHeight , const HString& Interpolation , const HString& AlignCorners , const HTuple& GenParamName , const HTuple& GenParamValue ) const
HDlLayer HDlLayer ::CreateDlLayerZoomFactor (const HString& LayerName , double ScaleWidth , double ScaleHeight , const HString& Interpolation , const HString& AlignCorners , const HString& GenParamName , const HString& GenParamValue ) const
HDlLayer HDlLayer ::CreateDlLayerZoomFactor (const char* LayerName , double ScaleWidth , double ScaleHeight , const char* Interpolation , const char* AlignCorners , const char* GenParamName , const char* GenParamValue ) const
HDlLayer HDlLayer ::CreateDlLayerZoomFactor (const wchar_t* LayerName , double ScaleWidth , double ScaleHeight , const wchar_t* Interpolation , const wchar_t* AlignCorners , const wchar_t* GenParamName , const wchar_t* GenParamValue ) const
(
Windows only)
static void HOperatorSet .CreateDlLayerZoomFactor (HTuple DLLayerInput , HTuple layerName , HTuple scaleWidth , HTuple scaleHeight , HTuple interpolation , HTuple alignCorners , HTuple genParamName , HTuple genParamValue , out HTuple DLLayerZoom )
HDlLayer HDlLayer .CreateDlLayerZoomFactor (string layerName , HTuple scaleWidth , HTuple scaleHeight , string interpolation , string alignCorners , HTuple genParamName , HTuple genParamValue )
HDlLayer HDlLayer .CreateDlLayerZoomFactor (string layerName , double scaleWidth , double scaleHeight , string interpolation , string alignCorners , string genParamName , string genParamValue )
def create_dl_layer_zoom_factor (dllayer_input : HHandle, layer_name : str, scale_width : Union[int, float], scale_height : Union[int, float], interpolation : str, align_corners : str, gen_param_name : MaybeSequence[str], gen_param_value : MaybeSequence[Union[int, float, str]]) -> HHandle
Description
The operator create_dl_layer_zoom_factor create_dl_layer_zoom_factor CreateDlLayerZoomFactor CreateDlLayerZoomFactor create_dl_layer_zoom_factor
creates a zoom layer using
size factors and returns the layer handle in DLLayerZoom DLLayerZoom DLLayerZoom DLLayerZoom dllayer_zoom
.
The parameter DLLayerInput DLLayerInput DLLayerInput DLLayerInput dllayer_input
determines the feeding input layer and
expects the layer handle as value.
The parameter LayerName LayerName LayerName layerName layer_name
sets an individual layer name.
Note that if creating a model using create_dl_model create_dl_model CreateDlModel CreateDlModel create_dl_model
each layer of
the created network must have a unique name.
The parameters ScaleWidth ScaleWidth ScaleWidth scaleWidth scale_width
and ScaleHeight ScaleHeight ScaleHeight scaleHeight scale_height
specify the ratio
between the output and the corresponding input dimension. Together they
define the output size of the zoom layer DLLayerZoom DLLayerZoom DLLayerZoom DLLayerZoom dllayer_zoom
.
The parameter Interpolation Interpolation Interpolation interpolation interpolation
defines the interpolation mode.
Currently only the mode 'bilinear' "bilinear" "bilinear" "bilinear" "bilinear" is supported.
The parameter AlignCorners AlignCorners AlignCorners alignCorners align_corners
defines how coordinates are transformed
from the output to the input image:
'true' "true" "true" "true" "true" :
The transformation is applied in the HALCON
Non-Standard Cartesian coordinate system (edge-centered, with the
origin in the upper left corner, see chapter
Transformations / 2D Transformations ).
Using the
axis as an example, this leads to:
'false' "false" "false" "false" "false" :
The transformation is applied in the HALCON standard
coordinate system (pixel centered, with the origin in the center
of the upper left pixel, see chapter
Transformations / 2D Transformations ).
Using the
axis as an example, this leads to:
The following generic parameters GenParamName GenParamName GenParamName genParamName gen_param_name
and the corresponding
values GenParamValue GenParamValue GenParamValue genParamValue gen_param_value
are supported:
'is_inference_output' "is_inference_output" "is_inference_output" "is_inference_output" "is_inference_output" :
Determines whether apply_dl_model apply_dl_model ApplyDlModel ApplyDlModel apply_dl_model
will include the output of this
layer in the dictionary DLResultBatch DLResultBatch DLResultBatch DLResultBatch dlresult_batch
even without specifying this
layer in Outputs Outputs Outputs outputs outputs
('true' "true" "true" "true" "true" ) or not ('false' "false" "false" "false" "false" ).
Default:
'false' "false" "false" "false" "false"
Certain parameters of layers created using this operator
create_dl_layer_zoom_factor create_dl_layer_zoom_factor CreateDlLayerZoomFactor CreateDlLayerZoomFactor create_dl_layer_zoom_factor
can be set and retrieved using
further operators.
The following tables give an overview, which parameters can be set
using set_dl_model_layer_param set_dl_model_layer_param SetDlModelLayerParam SetDlModelLayerParam set_dl_model_layer_param
and which ones can be retrieved
using get_dl_model_layer_param get_dl_model_layer_param GetDlModelLayerParam GetDlModelLayerParam get_dl_model_layer_param
or get_dl_layer_param get_dl_layer_param GetDlLayerParam GetDlLayerParam get_dl_layer_param
.
Note, the operators set_dl_model_layer_param set_dl_model_layer_param SetDlModelLayerParam SetDlModelLayerParam set_dl_model_layer_param
and
get_dl_model_layer_param get_dl_model_layer_param GetDlModelLayerParam GetDlModelLayerParam get_dl_model_layer_param
require a model created by
create_dl_model create_dl_model CreateDlModel CreateDlModel create_dl_model
.
Generic Layer Parameters
set
get
'is_inference_output' "is_inference_output" "is_inference_output" "is_inference_output" "is_inference_output"
x
x
'num_trainable_params' "num_trainable_params" "num_trainable_params" "num_trainable_params" "num_trainable_params"
x
Execution Information
Multithreading type: reentrant (runs in parallel with non-exclusive operators).
Multithreading scope: global (may be called from any thread).
Processed without parallelization.
Parameters
DLLayerInput DLLayerInput DLLayerInput DLLayerInput dllayer_input
(input_control) dl_layer →
HDlLayer , HTuple HHandle HTuple Htuple (handle) (IntPtr ) (HHandle ) (handle )
Feeding layer.
LayerName LayerName LayerName layerName layer_name
(input_control) string →
HTuple str HTuple Htuple (string) (string ) (HString ) (char* )
Name of the output layer.
ScaleWidth ScaleWidth ScaleWidth scaleWidth scale_width
(input_control) number →
HTuple Union[int, float] HTuple Htuple (real / integer) (double / int / long) (double / Hlong) (double / Hlong)
Ratio output/input width of the layer.
Default:
2.0
ScaleHeight ScaleHeight ScaleHeight scaleHeight scale_height
(input_control) number →
HTuple Union[int, float] HTuple Htuple (real / integer) (double / int / long) (double / Hlong) (double / Hlong)
Ratio output/input height of the layer.
Default:
2.0
Interpolation Interpolation Interpolation interpolation interpolation
(input_control) string →
HTuple str HTuple Htuple (string) (string ) (HString ) (char* )
Mode of interpolation.
Default:
'bilinear'
"bilinear"
"bilinear"
"bilinear"
"bilinear"
List of values:
'bilinear' "bilinear" "bilinear" "bilinear" "bilinear"
AlignCorners AlignCorners AlignCorners alignCorners align_corners
(input_control) string →
HTuple str HTuple Htuple (string) (string ) (HString ) (char* )
Type of coordinate transformation between output/input
images.
Default:
'false'
"false"
"false"
"false"
"false"
List of values:
'false' "false" "false" "false" "false" , 'true' "true" "true" "true" "true"
GenParamName GenParamName GenParamName genParamName gen_param_name
(input_control) attribute.name(-array) →
HTuple MaybeSequence[str] HTuple Htuple (string) (string ) (HString ) (char* )
Generic input parameter names.
Default:
[]
List of values:
'is_inference_output' "is_inference_output" "is_inference_output" "is_inference_output" "is_inference_output"
GenParamValue GenParamValue GenParamValue genParamValue gen_param_value
(input_control) attribute.value(-array) →
HTuple MaybeSequence[Union[int, float, str]] HTuple Htuple (string / integer / real) (string / int / long / double) (HString / Hlong / double) (char* / Hlong / double)
Generic input parameter values.
Default:
[]
Suggested values:
'true' "true" "true" "true" "true" , 'false' "false" "false" "false" "false"
DLLayerZoom DLLayerZoom DLLayerZoom DLLayerZoom dllayer_zoom
(output_control) dl_layer →
HDlLayer , HTuple HHandle HTuple Htuple (handle) (IntPtr ) (HHandle ) (handle )
Zoom layer.
Alternatives
create_dl_layer_zoom_size create_dl_layer_zoom_size CreateDlLayerZoomSize CreateDlLayerZoomSize create_dl_layer_zoom_size
,
create_dl_layer_zoom_to_layer_size create_dl_layer_zoom_to_layer_size CreateDlLayerZoomToLayerSize CreateDlLayerZoomToLayerSize create_dl_layer_zoom_to_layer_size
Module
Deep Learning Professional