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///////////////////////////////////////////////////////////////////////
// File: baseapi.h
// Description: Simple API for calling tesseract.
// Author: Ray Smith
// Created: Fri Oct 06 15:35:01 PDT 2006
//
// (C) Copyright 2006, Google Inc.
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
// http://www.apache.org/licenses/LICENSE-2.0
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
//
///////////////////////////////////////////////////////////////////////
#ifndef TESSERACT_CCMAIN_BASEAPI_H__
#define TESSERACT_CCMAIN_BASEAPI_H__
#include "thresholder.h"
class PAGE_RES;
class BLOCK_LIST;
class IMAGE;
class STRING;
struct Pix;
struct ETEXT_STRUCT;
struct OSResults;
#define MAX_NUM_INT_FEATURES 512
struct INT_FEATURE_STRUCT;
typedef INT_FEATURE_STRUCT *INT_FEATURE;
typedef INT_FEATURE_STRUCT INT_FEATURE_ARRAY[MAX_NUM_INT_FEATURES];
namespace tesseract {
class Tesseract;
class Dict;
typedef int (Dict::*DictFunc)(void* dawg, void* node, int char_index,
char prevchar, const char *word, int word_end);
enum PageSegMode {
PSM_AUTO, // Fully automatic page segmentation. (Default.)
PSM_SINGLE_COLUMN, // Assume a single column of text of variable sizes.
PSM_SINGLE_BLOCK, // Assume a single uniform block of text.
PSM_SINGLE_LINE, // Treat the image as a single text line.
PSM_SINGLE_WORD, // Treat the image as a single word.
PSM_SINGLE_CHAR, // Treat the image as a single character.
PSM_COUNT // Number of enum entries.
};
// Base class for all tesseract APIs.
// Specific classes can add ability to work on different inputs or produce
// different outputs.
// This class is mostly an interface layer on top of the Tesseract instance
// class to hide the data types so that users of this class don't have to
// include any other Tesseract headers.
class TessBaseAPI {
public:
TessBaseAPI();
virtual ~TessBaseAPI();
// Set the name of the input file. Needed only for training and
// reading a UNLV zone file.
void SetInputName(const char* name);
// Set the name of the bonus output files. Needed only for debugging.
void SetOutputName(const char* name);
// Set the value of an internal "variable" (of either old or new types).
// Supply the name of the variable and the value as a string, just as
// you would in a config file.
// Returns false if the name lookup failed.
// Eg SetVariable("tessedit_char_blacklist", "xyz"); to ignore x, y and z.
// Or SetVariable("bln_numericmode", "1"); to set numeric-only mode.
// SetVariable may be used before Init, but settings will revert to
// defaults on End().
bool SetVariable(const char* variable, const char* value);
// Eventually instances will be thread-safe and totally independent,
// but for now, they all point to the same underlying engine,
// and are NOT RE-ENTRANT OR THREAD-SAFE. For now:
// it is safe to Init multiple TessBaseAPIs in the same language, use them
// sequentially, and End or delete them all, but once one is Ended, you can't
// do anything other than End the others. After End, it is safe to Init
// again on the same one.
//
// Start tesseract. Returns zero on success. If initialization fails, a
// non-zero error code will be returned in future, but it currently exits.
// NOTE that the only members that may be called before Init are those
// listed above here in the class definition.
//
// The datapath must be the name of the data directory (no ending /) or
// some other file in which the data directory resides (for instance argv[0].)
// The language is (usually) an ISO 639-3 string or NULL will default to eng.
// It is entirely safe (and eventually will be efficient too) to call
// Init multiple times on the same instance to change language, or just
// to reset the classifier.
// WARNING: On changing languages, all Variables are reset back to their
// default values. If you have a rare need to set a Variable that controls
// initialization for a second call to Init you should explicitly
// call End() and then use SetVariable before Init. This is only a very
// rare use case, since there are very few uses that require any variables
// to be set before Init.
int Init(const char* datapath, const char* language);
// Init only the lang model component of Tesseract. The only functions
// that work after this init are SetVariable and IsValidWord.
// WARNING: temporary! This function will be removed from here and placed
// in a separate API at some future time.
int InitLangMod(const char* datapath, const char* language);
// Read a "config" file containing a set of variable, value pairs.
// Searches the standard places: tessdata/configs, tessdata/tessconfigs
// and also accepts a relative or absolute path name.
bool ReadConfigFile(const char* filename);
// Set the current page segmentation mode. Defaults to PSM_AUTO.
// The mode is stored as an INT_VARIABLE so it can also be modified by
// ReadConfigFile or SetVariable("tessedit_pageseg_mode", mode as string).
void SetPageSegMode(PageSegMode mode);
// Recognize a rectangle from an image and return the result as a string.
// May be called many times for a single Init.
// Currently has no error checking.
// Greyscale of 8 and color of 24 or 32 bits per pixel may be given.
// Palette color images will not work properly and must be converted to
// 24 bit.
// Binary images of 1 bit per pixel may also be given but they must be
// byte packed with the MSB of the first byte being the first pixel, and a
// 1 represents WHITE. For binary images set bytes_per_pixel=0.
// The recognized text is returned as a char* which is coded
// as UTF8 and must be freed with the delete [] operator.
//
// Note that TesseractRect is the simplified convenience interface.
// For advanced uses, use SetImage, (optionally) SetRectangle, Recognize,
// and one or more of the Get*Text functions below.
char* TesseractRect(const unsigned char* imagedata,
int bytes_per_pixel, int bytes_per_line,
int left, int top, int width, int height);
// Call between pages or documents etc to free up memory and forget
// adaptive data.
void ClearAdaptiveClassifier();
// ------------------------Advanced API--------------------------------
// The following methods break TesseractRect into pieces, so you can
// get hold of the thresholded image, get the text in different formats,
// get bounding boxes, confidences etc.
// Provide an image for Tesseract to recognize. Format is as
// TesseractRect above. Does not copy the image buffer, or take
// ownership. The source image may be destroyed after Recognize is called,
// either explicitly or implicitly via one of the Get*Text functions.
// SetImage clears all recognition results, and sets the rectangle to the
// full image, so it may be followed immediately by a GetUTF8Text, and it
// will automatically perform recognition.
void SetImage(const unsigned char* imagedata, int width, int height,
int bytes_per_pixel, int bytes_per_line);
#ifdef HAVE_LIBLEPT
// Provide an image for Tesseract to recognize. As with SetImage above,
// Tesseract doesn't take a copy or ownership or pixDestroy the image, so
// it must persist until after Recognize.
// Pix vs raw, which to use?
// Use Pix where possible. A future version of Tesseract may choose to use Pix
// as its internal representation and discard IMAGE altogether.
// Because of that, an implementation that sources and targets Pix may end up
// with less copies than an implementation that does not.
void SetImage(const Pix* pix);
#endif
// Restrict recognition to a sub-rectangle of the image. Call after SetImage.
// Each SetRectangle clears the recogntion results so multiple rectangles
// can be recognized with the same image.
void SetRectangle(int left, int top, int width, int height);
// In extreme cases only, usually with a subclass of Thresholder, it
// is possible to provide a different Thresholder. The Thresholder may
// be preloaded with an image, settings etc, or they may be set after.
// Note that Tesseract takes ownership of the Thresholder and will
// delete it when it it is replaced or the API is destructed.
void SetThresholder(ImageThresholder* thresholder) {
if (thresholder_ != 0)
delete thresholder_;
thresholder_ = thresholder;
ClearResults();
}
#ifdef HAVE_LIBLEPT
// Get a copy of the internal thresholded image from Tesseract.
// Caller takes ownership of the Pix and must pixDestroy it.
// May be called any time after SetImage, or after TesseractRect.
Pix* GetThresholdedImage();
#endif
// Dump the internal binary image to a PGM file.
// Deprecated. Use GetThresholdedImage and write the image using pixWrite
// instead if possible.
void DumpPGM(const char* filename);
// Recognize the image from SetAndThresholdImage, generating Tesseract
// internal structures. Returns 0 on success.
// Optional. The Get*Text functions below will call Recognize if needed.
// After Recognize, the output is kept internally until the next SetImage.
int Recognize(ETEXT_STRUCT* monitor);
// Methods to retrieve information after SetAndThresholdImage(),
// Recognize() or TesseractRect(). (Recognize is called implicitly if needed.)
// The recognized text is returned as a char* which is coded
// as UTF8 and must be freed with the delete [] operator.
char* GetUTF8Text();
// The recognized text is returned as a char* which is coded in the same
// format as a box file used in training. Returned string must be freed with
// the delete [] operator.
// Constructs coordinates in the original image - not just the rectangle.
char* GetBoxText();
// The recognized text is returned as a char* which is coded
// as UNLV format Latin-1 with specific reject and suspect codes
// and must be freed with the delete [] operator.
char* GetUNLVText();
// Returns the (average) confidence value between 0 and 100.
int MeanTextConf();
// Returns all word confidences (between 0 and 100) in an array, terminated
// by -1. The calling function must delete [] after use.
// The number of confidences should correspond to the number of space-
// delimited words in GetUTF8Text.
int* AllWordConfidences();
// Free up recognition results and any stored image data, without actually
// freeing any recognition data that would be time-consuming to reload.
// Afterwards, you must call SetImage or TesseractRect before doing
// any Recognize or Get* operation.
void Clear();
// Close down tesseract and free up all memory. End() is equivalent to
// destructing and reconstructing your TessBaseAPI.
// Once End() has been used, none of the other API functions may be used
// other than Init and anything declared above it in the class definition.
void End();
// Check whether a word is valid according to Tesseract's language model
// returns 0 if the word is invalid, non-zero if valid.
// WARNING: temporary! This function will be removed from here and placed
// in a separate API at some future time.
int IsValidWord(const char *word);
bool GetTextDirection(int* out_offset, float* out_slope);
// Set the letter_is_okay function to point somewhere else.
void SetDictFunc(DictFunc f);
// Return the Orientation And Script
void DetectOS(OSResults*);
// This method returns the features associated with the input image.
void GetFeatures(INT_FEATURE_ARRAY int_features,
int* num_features);
protected:
// Common code for setting the image. Returns true if Init has been called.
bool InternalSetImage();
// Run the thresholder to make the thresholded image.
virtual void Threshold();
// Find lines from the image making the BLOCK_LIST.
// Returns 0 on success.
int FindLines();
// Delete the pageres and block list ready for a new page.
void ClearResults();
// Return the length of the output text string, as UTF8, assuming
// one newline per line and one per block, with a terminator,
// and assuming a single character reject marker for each rejected character.
// Also return the number of recognized blobs in blob_count.
int TextLength(int* blob_count);
// __________________________ ocropus add-ons ___________________________
// Find lines from the image making the BLOCK_LIST.
BLOCK_LIST* FindLinesCreateBlockList();
// Delete a block list.
// This is to keep BLOCK_LIST pointer opaque
// and let go of including the other headers.
static void DeleteBlockList(BLOCK_LIST* block_list);
// Adapt to recognize the current image as the given character.
// The image must be preloaded and be just an image of a single character.
void AdaptToCharacter(const char *unichar_repr,
int length,
float baseline,
float xheight,
float descender,
float ascender);
// Recognize text doing one pass only, using settings for a given pass.
/*static*/ PAGE_RES* RecognitionPass1(BLOCK_LIST* block_list);
/*static*/ PAGE_RES* RecognitionPass2(BLOCK_LIST* block_list,
PAGE_RES* pass1_result);
// Extract the OCR results, costs (penalty points for uncertainty),
// and the bounding boxes of the characters.
static int TesseractExtractResult(char** text,
int** lengths,
float** costs,
int** x0,
int** y0,
int** x1,
int** y1,
PAGE_RES* page_res);
protected:
Tesseract* tesseract_; // The underlying data object.
ImageThresholder* thresholder_; // The image thresholding module.
bool threshold_done_; // The image has been passed to page_image.
BLOCK_LIST* block_list_; // The page layout.
PAGE_RES* page_res_; // The page-level data.
STRING* input_file_; // Name used by training code.
STRING* output_file_; // Name used by debug code.
STRING* datapath_; // Current location of tessdata.
STRING* language_; // Last initialized language.
// Parameters saved from the Thresholder. Needed to rebuild coordinates.
int rect_left_;
int rect_top_;
int rect_width_;
int rect_height_;
int image_width_;
int image_height_;
};
} // namespace tesseract.
#endif // TESSERACT_CCMAIN_BASEAPI_H__