annotate mupdf-source/thirdparty/tesseract/src/classify/classify.h @ 21:2f43e400f144

Provide an "all" target to build both the sdist and the wheel
author Franz Glasner <fzglas.hg@dom66.de>
date Fri, 19 Sep 2025 10:28:53 +0200
parents b50eed0cc0ef
children
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1 ///////////////////////////////////////////////////////////////////////
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2 // File: classify.h
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3 // Description: classify class.
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4 // Author: Samuel Charron
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5 //
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6 // (C) Copyright 2006, Google Inc.
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7 // Licensed under the Apache License, Version 2.0 (the "License");
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8 // you may not use this file except in compliance with the License.
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9 // You may obtain a copy of the License at
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10 // http://www.apache.org/licenses/LICENSE-2.0
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11 // Unless required by applicable law or agreed to in writing, software
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12 // distributed under the License is distributed on an "AS IS" BASIS,
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13 // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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14 // See the License for the specific language governing permissions and
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15 // limitations under the License.
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16 //
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17 ///////////////////////////////////////////////////////////////////////
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19 #ifndef TESSERACT_CLASSIFY_CLASSIFY_H_
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20 #define TESSERACT_CLASSIFY_CLASSIFY_H_
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22 // Include automatically generated configuration file if running autoconf.
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23 #ifdef HAVE_CONFIG_H
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24 # include "config_auto.h"
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25 #endif
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27 #ifdef DISABLED_LEGACY_ENGINE
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29 # include "ccstruct.h"
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30 # include "dict.h"
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32 namespace tesseract {
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34 class Classify : public CCStruct {
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35 public:
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36 Classify();
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37 virtual ~Classify();
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38 virtual Dict &getDict() {
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39 return dict_;
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40 }
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42 // Member variables.
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44 INT_VAR_H(classify_debug_level);
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45 BOOL_VAR_H(classify_bln_numeric_mode);
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46 double_VAR_H(classify_max_rating_ratio);
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47 double_VAR_H(classify_max_certainty_margin);
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49 private:
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50 Dict dict_;
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51 };
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53 } // namespace tesseract
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54
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55 #else // DISABLED_LEGACY_ENGINE not defined
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56
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57 # include "adaptive.h"
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58 # include "ccstruct.h"
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59 # include "dict.h"
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60 # include "featdefs.h"
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61 # include "fontinfo.h"
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62 # include "intfx.h"
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63 # include "intmatcher.h"
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64 # include "normalis.h"
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65 # include "ocrfeatures.h"
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66 # include "ratngs.h"
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67 # include "unicity_table.h"
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69 namespace tesseract {
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70
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71 class ScrollView;
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72 class WERD_CHOICE;
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73 class WERD_RES;
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74 struct ADAPT_RESULTS;
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75 struct NORM_PROTOS;
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76
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77 static const int kUnknownFontinfoId = -1;
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78 static const int kBlankFontinfoId = -2;
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79
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80 class ShapeClassifier;
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81 struct ShapeRating;
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82 class ShapeTable;
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83 struct UnicharRating;
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84
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85 // How segmented is a blob. In this enum, character refers to a classifiable
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86 // unit, but that is too long and character is usually easier to understand.
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87 enum CharSegmentationType {
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88 CST_FRAGMENT, // A partial character.
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89 CST_WHOLE, // A correctly segmented character.
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90 CST_IMPROPER, // More than one but less than 2 characters.
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91 CST_NGRAM // Multiple characters.
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92 };
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93
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94 class TESS_API Classify : public CCStruct {
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95 public:
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96 Classify();
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97 ~Classify() override;
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98 virtual Dict &getDict() {
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99 return dict_;
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100 }
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101
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102 const ShapeTable *shape_table() const {
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103 return shape_table_;
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104 }
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105
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106 // Takes ownership of the given classifier, and uses it for future calls
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107 // to CharNormClassifier.
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108 void SetStaticClassifier(ShapeClassifier *static_classifier);
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109
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110 // Adds a noise classification result that is a bit worse than the worst
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111 // current result, or the worst possible result if no current results.
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112 void AddLargeSpeckleTo(int blob_length, BLOB_CHOICE_LIST *choices);
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113
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114 // Returns true if the blob is small enough to be a large speckle.
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115 bool LargeSpeckle(const TBLOB &blob);
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116
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117 /* adaptive.cpp ************************************************************/
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118 int GetFontinfoId(ADAPT_CLASS_STRUCT *Class, uint8_t ConfigId);
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119 // Runs the class pruner from int_templates on the given features, returning
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120 // the number of classes output in results.
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121 // int_templates Class pruner tables
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122 // num_features Number of features in blob
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123 // features Array of features
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124 // normalization_factors (input) Array of int_templates->NumClasses fudge
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125 // factors from blob normalization process.
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126 // (Indexed by CLASS_INDEX)
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127 // expected_num_features (input) Array of int_templates->NumClasses
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128 // expected number of features for each class.
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129 // (Indexed by CLASS_INDEX)
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130 // results (output) Sorted Array of pruned classes.
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131 // Array must be sized to take the maximum possible
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132 // number of outputs : int_templates->NumClasses.
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133 int PruneClasses(const INT_TEMPLATES_STRUCT *int_templates, int num_features, int keep_this,
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134 const INT_FEATURE_STRUCT *features, const uint8_t *normalization_factors,
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135 const uint16_t *expected_num_features, std::vector<CP_RESULT_STRUCT> *results);
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136 void ReadNewCutoffs(TFile *fp, uint16_t *Cutoffs);
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137 void PrintAdaptedTemplates(FILE *File, ADAPT_TEMPLATES_STRUCT *Templates);
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138 void WriteAdaptedTemplates(FILE *File, ADAPT_TEMPLATES_STRUCT *Templates);
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139 ADAPT_TEMPLATES_STRUCT *ReadAdaptedTemplates(TFile *File);
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140 /* normmatch.cpp ************************************************************/
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141 float ComputeNormMatch(CLASS_ID ClassId, const FEATURE_STRUCT &feature, bool DebugMatch);
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142 void FreeNormProtos();
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143 NORM_PROTOS *ReadNormProtos(TFile *fp);
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144 /* protos.cpp ***************************************************************/
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145 void ConvertProto(PROTO_STRUCT *Proto, int ProtoId, INT_CLASS_STRUCT *Class);
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146 INT_TEMPLATES_STRUCT *CreateIntTemplates(CLASSES FloatProtos, const UNICHARSET &target_unicharset);
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147 /* adaptmatch.cpp ***********************************************************/
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148
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149 // Learns the given word using its chopped_word, seam_array, denorm,
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150 // box_word, best_state, and correct_text to learn both correctly and
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151 // incorrectly segmented blobs. If fontname is not nullptr, then LearnBlob
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152 // is called and the data will be saved in an internal buffer.
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153 // Otherwise AdaptToBlob is called for adaption within a document.
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154 void LearnWord(const char *fontname, WERD_RES *word);
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155
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156 // Builds a blob of length fragments, from the word, starting at start,
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157 // and then learns it, as having the given correct_text.
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158 // If fontname is not nullptr, then LearnBlob is called and the data will be
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159 // saved in an internal buffer for static training.
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160 // Otherwise AdaptToBlob is called for adaption within a document.
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161 // threshold is a magic number required by AdaptToChar and generated by
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162 // ComputeAdaptionThresholds.
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163 // Although it can be partly inferred from the string, segmentation is
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164 // provided to explicitly clarify the character segmentation.
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165 void LearnPieces(const char *fontname, int start, int length, float threshold,
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166 CharSegmentationType segmentation, const char *correct_text, WERD_RES *word);
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167 void InitAdaptiveClassifier(TessdataManager *mgr);
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168 void InitAdaptedClass(TBLOB *Blob, CLASS_ID ClassId, int FontinfoId, ADAPT_CLASS_STRUCT *Class,
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169 ADAPT_TEMPLATES_STRUCT *Templates);
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170 void AmbigClassifier(const std::vector<INT_FEATURE_STRUCT> &int_features,
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171 const INT_FX_RESULT_STRUCT &fx_info, const TBLOB *blob,
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172 INT_TEMPLATES_STRUCT *templates, ADAPT_CLASS_STRUCT **classes, UNICHAR_ID *ambiguities,
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173 ADAPT_RESULTS *results);
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174 void MasterMatcher(INT_TEMPLATES_STRUCT *templates, int16_t num_features,
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175 const INT_FEATURE_STRUCT *features, const uint8_t *norm_factors,
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176 ADAPT_CLASS_STRUCT **classes, int debug, int matcher_multiplier, const TBOX &blob_box,
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177 const std::vector<CP_RESULT_STRUCT> &results, ADAPT_RESULTS *final_results);
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178 // Converts configs to fonts, and if the result is not adapted, and a
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179 // shape_table_ is present, the shape is expanded to include all
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180 // unichar_ids represented, before applying a set of corrections to the
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181 // distance rating in int_result, (see ComputeCorrectedRating.)
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182 // The results are added to the final_results output.
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183 void ExpandShapesAndApplyCorrections(ADAPT_CLASS_STRUCT **classes, bool debug, int class_id, int bottom,
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184 int top, float cp_rating, int blob_length,
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185 int matcher_multiplier, const uint8_t *cn_factors,
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186 UnicharRating *int_result, ADAPT_RESULTS *final_results);
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187 // Applies a set of corrections to the distance im_rating,
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188 // including the cn_correction, miss penalty and additional penalty
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189 // for non-alnums being vertical misfits. Returns the corrected distance.
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190 double ComputeCorrectedRating(bool debug, int unichar_id, double cp_rating, double im_rating,
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191 int feature_misses, int bottom, int top, int blob_length,
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192 int matcher_multiplier, const uint8_t *cn_factors);
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193 void ConvertMatchesToChoices(const DENORM &denorm, const TBOX &box, ADAPT_RESULTS *Results,
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194 BLOB_CHOICE_LIST *Choices);
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195 void AddNewResult(const UnicharRating &new_result, ADAPT_RESULTS *results);
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196 int GetAdaptiveFeatures(TBLOB *Blob, INT_FEATURE_ARRAY IntFeatures, FEATURE_SET *FloatFeatures);
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197
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198 # ifndef GRAPHICS_DISABLED
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199 void DebugAdaptiveClassifier(TBLOB *Blob, ADAPT_RESULTS *Results);
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200 # endif
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201 PROTO_ID MakeNewTempProtos(FEATURE_SET Features, int NumBadFeat, FEATURE_ID BadFeat[],
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202 INT_CLASS_STRUCT *IClass, ADAPT_CLASS_STRUCT *Class, BIT_VECTOR TempProtoMask);
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203 int MakeNewTemporaryConfig(ADAPT_TEMPLATES_STRUCT *Templates, CLASS_ID ClassId, int FontinfoId,
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204 int NumFeatures, INT_FEATURE_ARRAY Features,
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205 FEATURE_SET FloatFeatures);
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206 void MakePermanent(ADAPT_TEMPLATES_STRUCT *Templates, CLASS_ID ClassId, int ConfigId, TBLOB *Blob);
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207 void PrintAdaptiveMatchResults(const ADAPT_RESULTS &results);
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208 void RemoveExtraPuncs(ADAPT_RESULTS *Results);
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209 void RemoveBadMatches(ADAPT_RESULTS *Results);
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210 void SetAdaptiveThreshold(float Threshold);
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211 void ShowBestMatchFor(int shape_id, const INT_FEATURE_STRUCT *features, int num_features);
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212 // Returns a string for the classifier class_id: either the corresponding
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213 // unicharset debug_str or the shape_table_ debug str.
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214 std::string ClassIDToDebugStr(const INT_TEMPLATES_STRUCT *templates, int class_id,
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215 int config_id) const;
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216 // Converts a classifier class_id index with a config ID to:
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217 // shape_table_ present: a shape_table_ index OR
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218 // No shape_table_: a font ID.
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219 // Without shape training, each class_id, config pair represents a single
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220 // unichar id/font combination, so this function looks up the corresponding
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221 // font id.
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222 // With shape training, each class_id, config pair represents a single
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223 // shape table index, so the fontset_table stores the shape table index,
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224 // and the shape_table_ must be consulted to obtain the actual unichar_id/
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225 // font combinations that the shape represents.
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226 int ClassAndConfigIDToFontOrShapeID(int class_id, int int_result_config) const;
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227 // Converts a shape_table_ index to a classifier class_id index (not a
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228 // unichar-id!). Uses a search, so not fast.
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229 int ShapeIDToClassID(int shape_id) const;
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230 UNICHAR_ID *BaselineClassifier(TBLOB *Blob, const std::vector<INT_FEATURE_STRUCT> &int_features,
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231 const INT_FX_RESULT_STRUCT &fx_info, ADAPT_TEMPLATES_STRUCT *Templates,
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232 ADAPT_RESULTS *Results);
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233 int CharNormClassifier(TBLOB *blob, const TrainingSample &sample, ADAPT_RESULTS *adapt_results);
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234
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235 // As CharNormClassifier, but operates on a TrainingSample and outputs to
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236 // a vector of ShapeRating without conversion to classes.
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237 int CharNormTrainingSample(bool pruner_only, int keep_this, const TrainingSample &sample,
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238 std::vector<UnicharRating> *results);
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239 UNICHAR_ID *GetAmbiguities(TBLOB *Blob, CLASS_ID CorrectClass);
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240 void DoAdaptiveMatch(TBLOB *Blob, ADAPT_RESULTS *Results);
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241 void AdaptToChar(TBLOB *Blob, CLASS_ID ClassId, int FontinfoId, float Threshold,
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242 ADAPT_TEMPLATES_STRUCT *adaptive_templates);
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243 void DisplayAdaptedChar(TBLOB *blob, INT_CLASS_STRUCT *int_class);
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244 bool AdaptableWord(WERD_RES *word);
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245 void EndAdaptiveClassifier();
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246 void SetupPass1();
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247 void SetupPass2();
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248 void AdaptiveClassifier(TBLOB *Blob, BLOB_CHOICE_LIST *Choices);
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249 void ClassifyAsNoise(ADAPT_RESULTS *Results);
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250 void ResetAdaptiveClassifierInternal();
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251 void SwitchAdaptiveClassifier();
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252 void StartBackupAdaptiveClassifier();
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253
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254 int GetCharNormFeature(const INT_FX_RESULT_STRUCT &fx_info, INT_TEMPLATES_STRUCT *templates,
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255 uint8_t *pruner_norm_array, uint8_t *char_norm_array);
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256 // Computes the char_norm_array for the unicharset and, if not nullptr, the
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257 // pruner_array as appropriate according to the existence of the shape_table.
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258 // The norm_feature is deleted as it is almost certainly no longer needed.
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259 void ComputeCharNormArrays(FEATURE_STRUCT *norm_feature, INT_TEMPLATES_STRUCT *templates,
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260 uint8_t *char_norm_array, uint8_t *pruner_array);
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261
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262 bool TempConfigReliable(CLASS_ID class_id, const TEMP_CONFIG_STRUCT *config);
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263 void UpdateAmbigsGroup(CLASS_ID class_id, TBLOB *Blob);
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264
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265 bool AdaptiveClassifierIsFull() const {
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266 return NumAdaptationsFailed > 0;
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267 }
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268 bool AdaptiveClassifierIsEmpty() const {
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269 return AdaptedTemplates->NumPermClasses == 0;
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270 }
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271 bool LooksLikeGarbage(TBLOB *blob);
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272 #ifndef GRAPHICS_DISABLED
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273 void RefreshDebugWindow(ScrollView **win, const char *msg, int y_offset, const TBOX &wbox);
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274 #endif
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275 // intfx.cpp
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276 // Computes the DENORMS for bl(baseline) and cn(character) normalization
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277 // during feature extraction. The input denorm describes the current state
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278 // of the blob, which is usually a baseline-normalized word.
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279 // The Transforms setup are as follows:
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280 // Baseline Normalized (bl) Output:
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281 // We center the grapheme by aligning the x-coordinate of its centroid with
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282 // x=128 and leaving the already-baseline-normalized y as-is.
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283 //
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284 // Character Normalized (cn) Output:
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285 // We align the grapheme's centroid at the origin and scale it
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286 // asymmetrically in x and y so that the 2nd moments are a standard value
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287 // (51.2) ie the result is vaguely square.
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288 // If classify_nonlinear_norm is true:
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Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
289 // A non-linear normalization is setup that attempts to evenly distribute
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
290 // edges across x and y.
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
291 //
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
292 // Some of the fields of fx_info are also setup:
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
293 // Length: Total length of outline.
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
294 // Rx: Rounded y second moment. (Reversed by convention.)
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
295 // Ry: rounded x second moment.
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
296 // Xmean: Rounded x center of mass of the blob.
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
297 // Ymean: Rounded y center of mass of the blob.
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
298 static void SetupBLCNDenorms(const TBLOB &blob, bool nonlinear_norm, DENORM *bl_denorm,
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
299 DENORM *cn_denorm, INT_FX_RESULT_STRUCT *fx_info);
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
300
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
301 // Extracts sets of 3-D features of length kStandardFeatureLength (=12.8), as
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
302 // (x,y) position and angle as measured counterclockwise from the vector
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
303 // <-1, 0>, from blob using two normalizations defined by bl_denorm and
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
304 // cn_denorm. See SetpuBLCNDenorms for definitions.
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
305 // If outline_cn_counts is not nullptr, on return it contains the cumulative
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
306 // number of cn features generated for each outline in the blob (in order).
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
307 // Thus after the first outline, there were (*outline_cn_counts)[0] features,
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
308 // after the second outline, there were (*outline_cn_counts)[1] features etc.
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
309 static void ExtractFeatures(const TBLOB &blob, bool nonlinear_norm,
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
310 std::vector<INT_FEATURE_STRUCT> *bl_features,
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
311 std::vector<INT_FEATURE_STRUCT> *cn_features,
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
312 INT_FX_RESULT_STRUCT *results, std::vector<int> *outline_cn_counts);
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
313 /* float2int.cpp ************************************************************/
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
314 void ClearCharNormArray(uint8_t *char_norm_array);
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
315 void ComputeIntCharNormArray(const FEATURE_STRUCT &norm_feature, uint8_t *char_norm_array);
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
316 void ComputeIntFeatures(FEATURE_SET Features, INT_FEATURE_ARRAY IntFeatures);
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
317 /* intproto.cpp *************************************************************/
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
318 INT_TEMPLATES_STRUCT *ReadIntTemplates(TFile *fp);
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
319 void WriteIntTemplates(FILE *File, INT_TEMPLATES_STRUCT *Templates, const UNICHARSET &target_unicharset);
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
320 CLASS_ID GetClassToDebug(const char *Prompt, bool *adaptive_on, bool *pretrained_on,
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
321 int *shape_id);
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
322 void ShowMatchDisplay();
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
323 /* font detection ***********************************************************/
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
324 UnicityTable<FontInfo> &get_fontinfo_table() {
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
325 return fontinfo_table_;
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
326 }
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
327 const UnicityTable<FontInfo> &get_fontinfo_table() const {
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
328 return fontinfo_table_;
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
329 }
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
330 UnicityTable<FontSet> &get_fontset_table() {
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
331 return fontset_table_;
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
332 }
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
333 /* mfoutline.cpp ***********************************************************/
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
334 void NormalizeOutlines(LIST Outlines, float *XScale, float *YScale);
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
335 /* outfeat.cpp ***********************************************************/
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
336 FEATURE_SET ExtractOutlineFeatures(TBLOB *Blob);
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
337 /* picofeat.cpp ***********************************************************/
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
338 FEATURE_SET ExtractPicoFeatures(TBLOB *Blob);
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
339 FEATURE_SET ExtractIntCNFeatures(const TBLOB &blob, const INT_FX_RESULT_STRUCT &fx_info);
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
340 FEATURE_SET ExtractIntGeoFeatures(const TBLOB &blob, const INT_FX_RESULT_STRUCT &fx_info);
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
341 /* blobclass.cpp ***********************************************************/
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
342 // Extracts features from the given blob and saves them in the tr_file_data_
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
343 // member variable.
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
344 // fontname: Name of font that this blob was printed in.
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
345 // cn_denorm: Character normalization transformation to apply to the blob.
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
346 // fx_info: Character normalization parameters computed with cn_denorm.
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
347 // blob_text: Ground truth text for the blob.
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
348 void LearnBlob(const std::string &fontname, TBLOB *Blob, const DENORM &cn_denorm,
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
349 const INT_FX_RESULT_STRUCT &fx_info, const char *blob_text);
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
350 // Writes stored training data to a .tr file based on the given filename.
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
351 // Returns false on error.
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
352 bool WriteTRFile(const char *filename);
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
353
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
354 // Member variables.
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
355
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
356 // Parameters.
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
357 // Set during training (in lang.config) to indicate whether the divisible
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
358 // blobs chopper should be used (true for latin script.)
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
359 BOOL_VAR_H(allow_blob_division);
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
360 // Set during training (in lang.config) to indicate whether the divisible
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
361 // blobs chopper should be used in preference to chopping. Set to true for
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
362 // southern Indic scripts.
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
363 BOOL_VAR_H(prioritize_division);
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
364 BOOL_VAR_H(classify_enable_learning);
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
365 INT_VAR_H(classify_debug_level);
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
366
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
367 /* mfoutline.cpp ***********************************************************/
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
368 /* control knobs used to control normalization of outlines */
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
369 INT_VAR_H(classify_norm_method);
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
370 double_VAR_H(classify_char_norm_range);
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
371 double_VAR_H(classify_max_rating_ratio);
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
372 double_VAR_H(classify_max_certainty_margin);
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
373
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
374 /* adaptmatch.cpp ***********************************************************/
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
375 BOOL_VAR_H(tess_cn_matching);
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
376 BOOL_VAR_H(tess_bn_matching);
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
377 BOOL_VAR_H(classify_enable_adaptive_matcher);
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
378 BOOL_VAR_H(classify_use_pre_adapted_templates);
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
379 BOOL_VAR_H(classify_save_adapted_templates);
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
380 BOOL_VAR_H(classify_enable_adaptive_debugger);
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
381 BOOL_VAR_H(classify_nonlinear_norm);
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
382 INT_VAR_H(matcher_debug_level);
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
383 INT_VAR_H(matcher_debug_flags);
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
384 INT_VAR_H(classify_learning_debug_level);
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
385 double_VAR_H(matcher_good_threshold);
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
386 double_VAR_H(matcher_reliable_adaptive_result);
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
387 double_VAR_H(matcher_perfect_threshold);
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
388 double_VAR_H(matcher_bad_match_pad);
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
389 double_VAR_H(matcher_rating_margin);
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
390 double_VAR_H(matcher_avg_noise_size);
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
391 INT_VAR_H(matcher_permanent_classes_min);
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
392 INT_VAR_H(matcher_min_examples_for_prototyping);
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
393 INT_VAR_H(matcher_sufficient_examples_for_prototyping);
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
394 double_VAR_H(matcher_clustering_max_angle_delta);
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
395 double_VAR_H(classify_misfit_junk_penalty);
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
396 double_VAR_H(rating_scale);
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
397 double_VAR_H(tessedit_class_miss_scale);
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
398 double_VAR_H(classify_adapted_pruning_factor);
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
399 double_VAR_H(classify_adapted_pruning_threshold);
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
400 INT_VAR_H(classify_adapt_proto_threshold);
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
401 INT_VAR_H(classify_adapt_feature_threshold);
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
402 BOOL_VAR_H(disable_character_fragments);
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
403 double_VAR_H(classify_character_fragments_garbage_certainty_threshold);
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
404 BOOL_VAR_H(classify_debug_character_fragments);
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
405 BOOL_VAR_H(matcher_debug_separate_windows);
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
406 STRING_VAR_H(classify_learn_debug_str);
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
407
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
408 /* intmatcher.cpp **********************************************************/
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
409 INT_VAR_H(classify_class_pruner_threshold);
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
410 INT_VAR_H(classify_class_pruner_multiplier);
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
411 INT_VAR_H(classify_cp_cutoff_strength);
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
412 INT_VAR_H(classify_integer_matcher_multiplier);
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
413
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
414 BOOL_VAR_H(classify_bln_numeric_mode);
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
415 double_VAR_H(speckle_large_max_size);
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
416 double_VAR_H(speckle_rating_penalty);
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
417
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
418 // Use class variables to hold onto built-in templates and adapted templates.
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
419 INT_TEMPLATES_STRUCT *PreTrainedTemplates = nullptr;
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
420 ADAPT_TEMPLATES_STRUCT *AdaptedTemplates = nullptr;
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
421 // The backup adapted templates are created from the previous page (only)
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
422 // so they are always ready and reasonably well trained if the primary
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
423 // adapted templates become full.
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
424 ADAPT_TEMPLATES_STRUCT *BackupAdaptedTemplates = nullptr;
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
425
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
426 // Create dummy proto and config masks for use with the built-in templates.
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
427 BIT_VECTOR AllProtosOn = nullptr;
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
428 BIT_VECTOR AllConfigsOn = nullptr;
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
429 BIT_VECTOR AllConfigsOff = nullptr;
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
430 BIT_VECTOR TempProtoMask = nullptr;
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
431 /* normmatch.cpp */
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
432 NORM_PROTOS *NormProtos = nullptr;
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
433 /* font detection ***********************************************************/
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
434 UnicityTable<FontInfo> fontinfo_table_;
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
435 // Without shape training, each class_id, config pair represents a single
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
436 // unichar id/font combination, so each fontset_table_ entry holds font ids
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
437 // for each config in the class.
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
438 // With shape training, each class_id, config pair represents a single
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
439 // shape_table_ index, so the fontset_table_ stores the shape_table_ index,
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
440 // and the shape_table_ must be consulted to obtain the actual unichar_id/
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
441 // font combinations that the shape represents.
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
442 UnicityTable<FontSet> fontset_table_;
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
443
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
444 protected:
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
445 IntegerMatcher im_;
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
446 FEATURE_DEFS_STRUCT feature_defs_;
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
447 // If a shape_table_ is present, it is used to remap classifier output in
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
448 // ExpandShapesAndApplyCorrections. font_ids referenced by configs actually
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
449 // mean an index to the shape_table_ and the choices returned are *all* the
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
450 // shape_table_ entries at that index.
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
451 ShapeTable *shape_table_ = nullptr;
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
452
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
453 private:
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
454 // The currently active static classifier.
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
455 ShapeClassifier *static_classifier_ = nullptr;
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
456 #ifndef GRAPHICS_DISABLED
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
457 ScrollView *learn_debug_win_ = nullptr;
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
458 ScrollView *learn_fragmented_word_debug_win_ = nullptr;
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
459 ScrollView *learn_fragments_debug_win_ = nullptr;
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
460 #endif
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
461
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
462 // Training data gathered here for all the images in a document.
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
463 std::string tr_file_data_;
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
464
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
465 Dict dict_;
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
466
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
467 std::vector<uint16_t> shapetable_cutoffs_;
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
468
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
469 /* variables used to hold performance statistics */
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
470 int NumAdaptationsFailed = 0;
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
471
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
472 // Expected number of features in the class pruner, used to penalize
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
473 // unknowns that have too few features (like a c being classified as e) so
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
474 // it doesn't recognize everything as '@' or '#'.
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
475 // CharNormCutoffs is for the static classifier (with no shapetable).
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
476 // BaselineCutoffs gets a copy of CharNormCutoffs as an estimate of the real
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
477 // value in the adaptive classifier. Both are indexed by unichar_id.
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
478 // shapetable_cutoffs_ provides a similar value for each shape in the
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
479 // shape_table_
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
480 uint16_t CharNormCutoffs[MAX_NUM_CLASSES];
b50eed0cc0ef ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff changeset
481 uint16_t BaselineCutoffs[MAX_NUM_CLASSES];
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482
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483 public:
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484 bool EnableLearning = true;
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485 };
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486
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487 } // namespace tesseract
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488
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489 #endif // DISABLED_LEGACY_ENGINE
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490
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491 #endif // TESSERACT_CLASSIFY_CLASSIFY_H_