create_text_model_readerT_create_text_model_readerCreateTextModelReaderCreateTextModelReadercreate_text_model_reader (Operator)
Name
create_text_model_readerT_create_text_model_readerCreateTextModelReaderCreateTextModelReadercreate_text_model_reader — Create a text model.
Signature
void CreateTextModelReader(const HTuple& Mode, const HTuple& OCRClassifier, HTuple* TextModel)
void HTextModel::HTextModel(const HString& Mode, const HTuple& OCRClassifier)
void HTextModel::HTextModel(const HString& Mode, const HString& OCRClassifier)
void HTextModel::HTextModel(const char* Mode, const char* OCRClassifier)
void HTextModel::HTextModel(const wchar_t* Mode, const wchar_t* OCRClassifier)
(Windows only)
void HTextModel::CreateTextModelReader(const HString& Mode, const HTuple& OCRClassifier)
void HTextModel::CreateTextModelReader(const HString& Mode, const HString& OCRClassifier)
void HTextModel::CreateTextModelReader(const char* Mode, const char* OCRClassifier)
void HTextModel::CreateTextModelReader(const wchar_t* Mode, const wchar_t* OCRClassifier)
(Windows only)
Description
create_text_model_readercreate_text_model_readerCreateTextModelReaderCreateTextModelReaderCreateTextModelReadercreate_text_model_reader creates a TextModelTextModelTextModelTextModeltextModeltext_model, which
describes the text to be segmented with find_textfind_textFindTextFindTextFindTextfind_text.
The parameter value of ModeModeModeModemodemode determines which text segmentation
approach is used. Possible values are 'auto'"auto""auto""auto""auto""auto" and 'manual'"manual""manual""manual""manual""manual".
Typically, the parameter ModeModeModeModemodemode should be set to 'auto'"auto""auto""auto""auto""auto"
because this mode is more stable and requires less configuration effort.
Note that in this case, also an OCR classifier must be passed in
OCRClassifierOCRClassifierOCRClassifierOCRClassifierOCRClassifierocrclassifier. Only if one of the following restrictions apply,
ModeModeModeModemodemode must be set to 'manual'"manual""manual""manual""manual""manual":
-
The segmentation of text which has strong local variations of the
polarity is required. For example, due to reflections, engraved text often
has strong local variations.
-
No suitable OCR classifier is available (see below).
If ModeModeModeModemodemode = 'auto'"auto""auto""auto""auto""auto", find_textfind_textFindTextFindTextFindTextfind_text is able to extract text
of arbitrary size. It is possible to restrict the search to characters with
specific attributes, see set_text_model_paramset_text_model_paramSetTextModelParamSetTextModelParamSetTextModelParamset_text_model_param for details.
In particular, if the text to be segmented contains dot printed characters,
the text model parameter 'dot_print'"dot_print""dot_print""dot_print""dot_print""dot_print" must be set to 'true'"true""true""true""true""true".
Furthermore, an OCR classifier must be passed in OCRClassifierOCRClassifierOCRClassifierOCRClassifierOCRClassifierocrclassifier.
This OCR classifier must be based on a convolutional neural network (CNN) or
a multilayer perceptron (MLP). Moreover, it is strongly recommended to
use a CNN based OCR classifier with rejection class or a MLP based
classifiers that has been trained with regularization parameters (see
set_regularization_params_ocr_class_mlpset_regularization_params_ocr_class_mlpSetRegularizationParamsOcrClassMlpSetRegularizationParamsOcrClassMlpSetRegularizationParamsOcrClassMlpset_regularization_params_ocr_class_mlp and provides a rejection
class (see set_rejection_params_ocr_class_mlpset_rejection_params_ocr_class_mlpSetRejectionParamsOcrClassMlpSetRejectionParamsOcrClassMlpSetRejectionParamsOcrClassMlpset_rejection_params_ocr_class_mlp).
A suitable OCR classifier can either be read with read_ocr_class_cnnread_ocr_class_cnnReadOcrClassCnnReadOcrClassCnnReadOcrClassCnnread_ocr_class_cnn
or read_ocr_class_mlpread_ocr_class_mlpReadOcrClassMlpReadOcrClassMlpReadOcrClassMlpread_ocr_class_mlp, or be created with
create_ocr_class_mlpcreate_ocr_class_mlpCreateOcrClassMlpCreateOcrClassMlpCreateOcrClassMlpcreate_ocr_class_mlp. It is also possible to pass a string containing
the path to a pretrained OCR classifier or an OCR classifier that has
been stored with write_ocr_class_mlpwrite_ocr_class_mlpWriteOcrClassMlpWriteOcrClassMlpWriteOcrClassMlpwrite_ocr_class_mlp.
To enable text segmentation when ModeModeModeModemodemode = 'manual'"manual""manual""manual""manual""manual",
reasonable parameters for the text model, including the expected
character height and width, must be set using
set_text_model_paramset_text_model_paramSetTextModelParamSetTextModelParamSetTextModelParamset_text_model_param. In this case, the value of
OCRClassifierOCRClassifierOCRClassifierOCRClassifierOCRClassifierocrclassifier is ignored.
The parameters of the TextModelTextModelTextModelTextModeltextModeltext_model can be set and queried with
set_text_model_paramset_text_model_paramSetTextModelParamSetTextModelParamSetTextModelParamset_text_model_param and get_text_model_paramget_text_model_paramGetTextModelParamGetTextModelParamGetTextModelParamget_text_model_param.
Since memory is allocated for the text model during the call of
create_text_model_readercreate_text_model_readerCreateTextModelReaderCreateTextModelReaderCreateTextModelReadercreate_text_model_reader and during the following operations, the
model should be freed explicitly by the operator clear_text_modelclear_text_modelClearTextModelClearTextModelClearTextModelclear_text_model as
soon as it is no longer used.
Execution Information
- Multithreading type: reentrant (runs in parallel with non-exclusive operators).
- Multithreading scope: global (may be called from any thread).
- Processed without parallelization.
This operator returns a handle. Note that the state of an instance of this handle type may be changed by specific operators even though the handle is used as an input parameter by those operators.
Parameters
ModeModeModeModemodemode (input_control) string → HTuplestrHTupleHtuple (string) (string) (HString) (char*)
The Mode of the text model.
Default value:
'auto'
"auto"
"auto"
"auto"
"auto"
"auto"
List of values: 'auto'"auto""auto""auto""auto""auto", 'manual'"manual""manual""manual""manual""manual"
OCRClassifierOCRClassifierOCRClassifierOCRClassifierOCRClassifierocrclassifier (input_control) string → HTupleUnion[int, str]HTupleHtuple (string / integer) (string / int / long) (HString / Hlong) (char* / Hlong)
OCR Classifier.
Default value:
'Universal_Rej.occ'
"Universal_Rej.occ"
"Universal_Rej.occ"
"Universal_Rej.occ"
"Universal_Rej.occ"
"Universal_Rej.occ"
Suggested values: 'Document_Rej.omc'"Document_Rej.omc""Document_Rej.omc""Document_Rej.omc""Document_Rej.omc""Document_Rej.omc", 'Document_0-9_Rej.omc'"Document_0-9_Rej.omc""Document_0-9_Rej.omc""Document_0-9_Rej.omc""Document_0-9_Rej.omc""Document_0-9_Rej.omc", 'Document_0-9A-Z_Rej.omc'"Document_0-9A-Z_Rej.omc""Document_0-9A-Z_Rej.omc""Document_0-9A-Z_Rej.omc""Document_0-9A-Z_Rej.omc""Document_0-9A-Z_Rej.omc", 'Document_A-Z+_Rej.omc'"Document_A-Z+_Rej.omc""Document_A-Z+_Rej.omc""Document_A-Z+_Rej.omc""Document_A-Z+_Rej.omc""Document_A-Z+_Rej.omc", 'DotPrint_Rej.omc'"DotPrint_Rej.omc""DotPrint_Rej.omc""DotPrint_Rej.omc""DotPrint_Rej.omc""DotPrint_Rej.omc", 'DotPrint_0-9_Rej.omc'"DotPrint_0-9_Rej.omc""DotPrint_0-9_Rej.omc""DotPrint_0-9_Rej.omc""DotPrint_0-9_Rej.omc""DotPrint_0-9_Rej.omc", 'DotPrint_0-9+_Rej.omc'"DotPrint_0-9+_Rej.omc""DotPrint_0-9+_Rej.omc""DotPrint_0-9+_Rej.omc""DotPrint_0-9+_Rej.omc""DotPrint_0-9+_Rej.omc", 'DotPrint_0-9A-Z_Rej.omc'"DotPrint_0-9A-Z_Rej.omc""DotPrint_0-9A-Z_Rej.omc""DotPrint_0-9A-Z_Rej.omc""DotPrint_0-9A-Z_Rej.omc""DotPrint_0-9A-Z_Rej.omc", 'DotPrint_A-Z+_Rej.omc'"DotPrint_A-Z+_Rej.omc""DotPrint_A-Z+_Rej.omc""DotPrint_A-Z+_Rej.omc""DotPrint_A-Z+_Rej.omc""DotPrint_A-Z+_Rej.omc", 'HandWritten_0-9_Rej.omc'"HandWritten_0-9_Rej.omc""HandWritten_0-9_Rej.omc""HandWritten_0-9_Rej.omc""HandWritten_0-9_Rej.omc""HandWritten_0-9_Rej.omc", 'Industrial_Rej.omc'"Industrial_Rej.omc""Industrial_Rej.omc""Industrial_Rej.omc""Industrial_Rej.omc""Industrial_Rej.omc", 'Industrial_0-9_Rej.omc'"Industrial_0-9_Rej.omc""Industrial_0-9_Rej.omc""Industrial_0-9_Rej.omc""Industrial_0-9_Rej.omc""Industrial_0-9_Rej.omc", 'Industrial_0-9+_Rej.omc'"Industrial_0-9+_Rej.omc""Industrial_0-9+_Rej.omc""Industrial_0-9+_Rej.omc""Industrial_0-9+_Rej.omc""Industrial_0-9+_Rej.omc", 'Industrial_0-9A-Z_Rej.omc'"Industrial_0-9A-Z_Rej.omc""Industrial_0-9A-Z_Rej.omc""Industrial_0-9A-Z_Rej.omc""Industrial_0-9A-Z_Rej.omc""Industrial_0-9A-Z_Rej.omc", 'Industrial_A-Z+_Rej.omc'"Industrial_A-Z+_Rej.omc""Industrial_A-Z+_Rej.omc""Industrial_A-Z+_Rej.omc""Industrial_A-Z+_Rej.omc""Industrial_A-Z+_Rej.omc", 'OCRA_Rej.omc'"OCRA_Rej.omc""OCRA_Rej.omc""OCRA_Rej.omc""OCRA_Rej.omc""OCRA_Rej.omc", 'OCRA_0-9_Rej.omc'"OCRA_0-9_Rej.omc""OCRA_0-9_Rej.omc""OCRA_0-9_Rej.omc""OCRA_0-9_Rej.omc""OCRA_0-9_Rej.omc", 'OCRA_0-9A-Z_Rej.omc'"OCRA_0-9A-Z_Rej.omc""OCRA_0-9A-Z_Rej.omc""OCRA_0-9A-Z_Rej.omc""OCRA_0-9A-Z_Rej.omc""OCRA_0-9A-Z_Rej.omc", 'OCRA_A-Z+_Rej.omc'"OCRA_A-Z+_Rej.omc""OCRA_A-Z+_Rej.omc""OCRA_A-Z+_Rej.omc""OCRA_A-Z+_Rej.omc""OCRA_A-Z+_Rej.omc", 'OCRB_Rej.omc'"OCRB_Rej.omc""OCRB_Rej.omc""OCRB_Rej.omc""OCRB_Rej.omc""OCRB_Rej.omc", 'OCRB_0-9_Rej.omc'"OCRB_0-9_Rej.omc""OCRB_0-9_Rej.omc""OCRB_0-9_Rej.omc""OCRB_0-9_Rej.omc""OCRB_0-9_Rej.omc", 'OCRB_0-9A-Z_Rej.omc'"OCRB_0-9A-Z_Rej.omc""OCRB_0-9A-Z_Rej.omc""OCRB_0-9A-Z_Rej.omc""OCRB_0-9A-Z_Rej.omc""OCRB_0-9A-Z_Rej.omc", 'OCRB_A-Z+_Rej.omc'"OCRB_A-Z+_Rej.omc""OCRB_A-Z+_Rej.omc""OCRB_A-Z+_Rej.omc""OCRB_A-Z+_Rej.omc""OCRB_A-Z+_Rej.omc", 'OCRB_passport_Rej.omc'"OCRB_passport_Rej.omc""OCRB_passport_Rej.omc""OCRB_passport_Rej.omc""OCRB_passport_Rej.omc""OCRB_passport_Rej.omc", 'Pharma_Rej.omc'"Pharma_Rej.omc""Pharma_Rej.omc""Pharma_Rej.omc""Pharma_Rej.omc""Pharma_Rej.omc", 'Pharma_0-9_Rej.omc'"Pharma_0-9_Rej.omc""Pharma_0-9_Rej.omc""Pharma_0-9_Rej.omc""Pharma_0-9_Rej.omc""Pharma_0-9_Rej.omc", 'Pharma_0-9+_Rej.omc'"Pharma_0-9+_Rej.omc""Pharma_0-9+_Rej.omc""Pharma_0-9+_Rej.omc""Pharma_0-9+_Rej.omc""Pharma_0-9+_Rej.omc", 'Pharma_0-9A-Z_Rej.omc'"Pharma_0-9A-Z_Rej.omc""Pharma_0-9A-Z_Rej.omc""Pharma_0-9A-Z_Rej.omc""Pharma_0-9A-Z_Rej.omc""Pharma_0-9A-Z_Rej.omc", 'SEMI_Rej.omc'"SEMI_Rej.omc""SEMI_Rej.omc""SEMI_Rej.omc""SEMI_Rej.omc""SEMI_Rej.omc", 'Universal_Rej.occ'"Universal_Rej.occ""Universal_Rej.occ""Universal_Rej.occ""Universal_Rej.occ""Universal_Rej.occ", 'Universal_0-9_Rej.occ'"Universal_0-9_Rej.occ""Universal_0-9_Rej.occ""Universal_0-9_Rej.occ""Universal_0-9_Rej.occ""Universal_0-9_Rej.occ", 'Universal_0-9+_Rej.occ'"Universal_0-9+_Rej.occ""Universal_0-9+_Rej.occ""Universal_0-9+_Rej.occ""Universal_0-9+_Rej.occ""Universal_0-9+_Rej.occ", 'Universal_0-9A-Z_Rej.occ'"Universal_0-9A-Z_Rej.occ""Universal_0-9A-Z_Rej.occ""Universal_0-9A-Z_Rej.occ""Universal_0-9A-Z_Rej.occ""Universal_0-9A-Z_Rej.occ", 'Universal_0-9A-Z+_Rej.occ'"Universal_0-9A-Z+_Rej.occ""Universal_0-9A-Z+_Rej.occ""Universal_0-9A-Z+_Rej.occ""Universal_0-9A-Z+_Rej.occ""Universal_0-9A-Z+_Rej.occ", 'Universal_A-Z+_Rej.occ'"Universal_A-Z+_Rej.occ""Universal_A-Z+_Rej.occ""Universal_A-Z+_Rej.occ""Universal_A-Z+_Rej.occ""Universal_A-Z+_Rej.occ"
TextModelTextModelTextModelTextModeltextModeltext_model (output_control) text_model → HTextModel, HTupleHHandleHTupleHtuple (handle) (IntPtr) (HHandle) (handle)
New text model.
Example (HDevelop)
read_image (Image, 'numbers_scale')
create_text_model_reader ('auto', 'Document_Rej.omc', TextModel)
* Optionally specify text properties
set_text_model_param (TextModel, 'min_char_height', 20)
find_text (Image, TextModel, TextResultID)
* Return character regions and corresponding classification results
get_text_object (Characters, TextResultID, 'all_lines')
get_text_result (TextResultID, 'class', Class)
Result
create_text_model_readercreate_text_model_readerCreateTextModelReaderCreateTextModelReaderCreateTextModelReadercreate_text_model_reader returns the value TRUE.
Possible Successors
set_text_model_paramset_text_model_paramSetTextModelParamSetTextModelParamSetTextModelParamset_text_model_param,
get_text_model_paramget_text_model_paramGetTextModelParamGetTextModelParamGetTextModelParamget_text_model_param,
find_textfind_textFindTextFindTextFindTextfind_text
See also
clear_text_modelclear_text_modelClearTextModelClearTextModelClearTextModelclear_text_model
Module
OCR/OCV