create_dl_layer_zoom_size T_create_dl_layer_zoom_size CreateDlLayerZoomSize CreateDlLayerZoomSize create_dl_layer_zoom_size (Operator)
Name
create_dl_layer_zoom_size T_create_dl_layer_zoom_size CreateDlLayerZoomSize CreateDlLayerZoomSize create_dl_layer_zoom_size
— Create a zoom layer using an absolute output size.
Signature
void CreateDlLayerZoomSize (const HTuple& DLLayerInput , const HTuple& LayerName , const HTuple& Width , const HTuple& Height , const HTuple& Interpolation , const HTuple& AlignCorners , const HTuple& GenParamName , const HTuple& GenParamValue , HTuple* DLLayerZoom )
HDlLayer HDlLayer ::CreateDlLayerZoomSize (const HString& LayerName , Hlong Width , Hlong Height , const HString& Interpolation , const HString& AlignCorners , const HTuple& GenParamName , const HTuple& GenParamValue ) const
HDlLayer HDlLayer ::CreateDlLayerZoomSize (const HString& LayerName , Hlong Width , Hlong Height , const HString& Interpolation , const HString& AlignCorners , const HString& GenParamName , const HString& GenParamValue ) const
HDlLayer HDlLayer ::CreateDlLayerZoomSize (const char* LayerName , Hlong Width , Hlong Height , const char* Interpolation , const char* AlignCorners , const char* GenParamName , const char* GenParamValue ) const
HDlLayer HDlLayer ::CreateDlLayerZoomSize (const wchar_t* LayerName , Hlong Width , Hlong Height , const wchar_t* Interpolation , const wchar_t* AlignCorners , const wchar_t* GenParamName , const wchar_t* GenParamValue ) const
(
Windows only)
static void HOperatorSet .CreateDlLayerZoomSize (HTuple DLLayerInput , HTuple layerName , HTuple width , HTuple height , HTuple interpolation , HTuple alignCorners , HTuple genParamName , HTuple genParamValue , out HTuple DLLayerZoom )
HDlLayer HDlLayer .CreateDlLayerZoomSize (string layerName , int width , int height , string interpolation , string alignCorners , HTuple genParamName , HTuple genParamValue )
HDlLayer HDlLayer .CreateDlLayerZoomSize (string layerName , int width , int height , string interpolation , string alignCorners , string genParamName , string genParamValue )
Description
The operator create_dl_layer_zoom_size create_dl_layer_zoom_size CreateDlLayerZoomSize CreateDlLayerZoomSize create_dl_layer_zoom_size
creates a zoom layer using an
absolute output size 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 Width Width Width width width
and Height Height Height height height
define the absolute 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_size create_dl_layer_zoom_size CreateDlLayerZoomSize CreateDlLayerZoomSize create_dl_layer_zoom_size
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.
Width Width Width width width
(input_control) number →
HTuple int HTuple Htuple (integer) (int / long) (Hlong ) (Hlong )
Absolute width of the output layer.
Default:
100
Height Height Height height height
(input_control) number →
HTuple int HTuple Htuple (integer) (int / long) (Hlong ) (Hlong )
Absolute height of the output layer.
Default:
100
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_factor create_dl_layer_zoom_factor CreateDlLayerZoomFactor CreateDlLayerZoomFactor create_dl_layer_zoom_factor
,
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 Training