trainf_ocr_class_boxT_trainf_ocr_class_boxTrainfOcrClassBoxTrainfOcrClassBoxtrainf_ocr_class_box (Operator)

Name

trainf_ocr_class_boxT_trainf_ocr_class_boxTrainfOcrClassBoxTrainfOcrClassBoxtrainf_ocr_class_box — Train an OCR classifier with the help of a training file.

Warning

trainf_ocr_class_boxtrainf_ocr_class_boxTrainfOcrClassBoxTrainfOcrClassBoxTrainfOcrClassBoxtrainf_ocr_class_box is obsolete and is only provided for reasons of backward compatibility. New applications should use the MLP, SVM or CNN based operators instead.

Signature

trainf_ocr_class_box( : : OcrHandle, TrainingFile : AvgConfidence)

Herror T_trainf_ocr_class_box(const Htuple OcrHandle, const Htuple TrainingFile, Htuple* AvgConfidence)

void TrainfOcrClassBox(const HTuple& OcrHandle, const HTuple& TrainingFile, HTuple* AvgConfidence)

double HOCRBox::TrainfOcrClassBox(const HTuple& TrainingFile) const

double HOCRBox::TrainfOcrClassBox(const HString& TrainingFile) const

double HOCRBox::TrainfOcrClassBox(const char* TrainingFile) const

double HOCRBox::TrainfOcrClassBox(const wchar_t* TrainingFile) const   (Windows only)

static void HOperatorSet.TrainfOcrClassBox(HTuple ocrHandle, HTuple trainingFile, out HTuple avgConfidence)

double HOCRBox.TrainfOcrClassBox(HTuple trainingFile)

double HOCRBox.TrainfOcrClassBox(string trainingFile)

def trainf_ocr_class_box(ocr_handle: HHandle, training_file: MaybeSequence[str]) -> float

Description

The operator trainf_ocr_class_boxtrainf_ocr_class_boxTrainfOcrClassBoxTrainfOcrClassBoxTrainfOcrClassBoxtrainf_ocr_class_box trains the classifier OcrHandleOcrHandleOcrHandleOcrHandleocrHandleocr_handle via the indicated training files. Any number of files can be indicated. The parameter AvgConfidenceAvgConfidenceAvgConfidenceAvgConfidenceavgConfidenceavg_confidence provides information about the success of the training: It contains the average confidence of the trained characters measured by a re-classification. The confidence of mismatched characters is set to 0 (thus, the average confidence will be decreased significantly). Please, note that training characters that have no corresponding class in the classifier OcrHandleOcrHandleOcrHandleOcrHandleocrHandleocr_handle are discarded.

Attention

The names of the characters in the file must fit the network.

Execution Information

This operator modifies the state of the following input parameter:

During execution of this operator, access to the value of this parameter must be synchronized if it is used across multiple threads.

Parameters

OcrHandleOcrHandleOcrHandleOcrHandleocrHandleocr_handle (input_control, state is modified)  ocr_box HOCRBox, HTupleHHandleHTupleHtuple (handle) (IntPtr) (HHandle) (handle)

ID of the desired OCR-network.

TrainingFileTrainingFileTrainingFileTrainingFiletrainingFiletraining_file (input_control)  filename.read(-array) HTupleMaybeSequence[str]HTupleHtuple (string) (string) (HString) (char*)

Names of the training files.

Default value: 'train_ocr' "train_ocr" "train_ocr" "train_ocr" "train_ocr" "train_ocr"

File extension: .trf, .otr

AvgConfidenceAvgConfidenceAvgConfidenceAvgConfidenceavgConfidenceavg_confidence (output_control)  real HTuplefloatHTupleHtuple (real) (double) (double) (double)

Average confidence during a re-classification of the trained characters.

Example (C)

HTuple  TrainingFile, OcrHandle, AvgConfidence;
T_create_ocr_class_box(WidthPattern,HeightPattern,Interpolation,
                    Features,\Character,&OcrHandle);
create_tuple(&TrainingFile,2);
set_s(TrainingFile,"data1",0);
set_s(TrainingFile,"data2",1);
T_trainf_ocr_class_box(OcrHandle,TrainingFile,&AvgConfidence);

Result

If the file name is correct and the data fit the network, the operator trainf_ocr_class_boxtrainf_ocr_class_boxTrainfOcrClassBoxTrainfOcrClassBoxTrainfOcrClassBoxtrainf_ocr_class_box returns the value TRUE. Otherwise an exception will be raised.

Possible Predecessors

create_ocr_class_boxcreate_ocr_class_boxCreateOcrClassBoxCreateOcrClassBoxCreateOcrClassBoxcreate_ocr_class_box, read_ocrread_ocrReadOcrReadOcrReadOcrread_ocr

Possible Successors

traind_ocr_class_boxtraind_ocr_class_boxTraindOcrClassBoxTraindOcrClassBoxTraindOcrClassBoxtraind_ocr_class_box, write_ocrwrite_ocrWriteOcrWriteOcrWriteOcrwrite_ocr, do_ocr_multido_ocr_multiDoOcrMultiDoOcrMultiDoOcrMultido_ocr_multi, do_ocr_singledo_ocr_singleDoOcrSingleDoOcrSingleDoOcrSingledo_ocr_single

Alternatives

traind_ocr_class_boxtraind_ocr_class_boxTraindOcrClassBoxTraindOcrClassBoxTraindOcrClassBoxtraind_ocr_class_box

Module

OCR/OCV