annotate mupdf-source/thirdparty/tesseract/src/training/common/commontraining.h @ 46:7ee69f120f19 default tip

>>>>> tag v1.26.5+1 for changeset b74429b0f5c4
author Franz Glasner <fzglas.hg@dom66.de>
date Sat, 11 Oct 2025 17:17:30 +0200
parents b50eed0cc0ef
children
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1 // Copyright 2008 Google Inc. All Rights Reserved.
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2 // Author: scharron@google.com (Samuel Charron)
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3 //
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4 // Licensed under the Apache License, Version 2.0 (the "License");
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5 // you may not use this file except in compliance with the License.
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6 // You may obtain a copy of the License at
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7 // http://www.apache.org/licenses/LICENSE-2.0
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8 // Unless required by applicable law or agreed to in writing, software
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9 // distributed under the License is distributed on an "AS IS" BASIS,
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10 // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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11 // See the License for the specific language governing permissions and
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12 // limitations under the License.
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14 #ifndef TESSERACT_TRAINING_COMMONTRAINING_H_
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15 #define TESSERACT_TRAINING_COMMONTRAINING_H_
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17 #ifdef HAVE_CONFIG_H
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18 # include "config_auto.h"
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19 #endif
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21 #include "commandlineflags.h"
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22 #include "export.h"
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23 #include "tprintf.h"
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25 #include <tesseract/baseapi.h>
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27 #include <memory>
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29 namespace tesseract {
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31 TESS_COMMON_TRAINING_API
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32 void ParseArguments(int *argc, char ***argv);
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33
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34 // Check whether the shared tesseract library is the right one.
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35 // This function must be inline because otherwise it would be part of
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36 // the shared library, so it could not compare the versions.
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37 static inline void CheckSharedLibraryVersion() {
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38 #ifdef HAVE_CONFIG_H
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39 if (!!strcmp(TESSERACT_VERSION_STR, TessBaseAPI::Version())) {
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40 tprintf(
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41 "ERROR: shared library version mismatch (was %s, expected %s\n"
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42 "Did you use a wrong shared tesseract library?\n",
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43 TessBaseAPI::Version(), TESSERACT_VERSION_STR);
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44 exit(1);
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45 }
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46 #endif
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47 }
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48
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49 } // namespace tesseract
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50
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51 #ifndef DISABLED_LEGACY_ENGINE
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52
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53 # include "cluster.h"
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54 # include "featdefs.h"
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55 # include "intproto.h"
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56 # include "oldlist.h"
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57
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58 namespace tesseract {
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59
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60 class Classify;
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61 class MasterTrainer;
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62 class ShapeTable;
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63
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64 //////////////////////////////////////////////////////////////////////////////
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65 // Globals ///////////////////////////////////////////////////////////////////
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66 //////////////////////////////////////////////////////////////////////////////
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67
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68 TESS_COMMON_TRAINING_API
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69 extern FEATURE_DEFS_STRUCT feature_defs;
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70
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71 // Must be defined in the file that "implements" commonTraining facilities.
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72 TESS_COMMON_TRAINING_API
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73 extern CLUSTERCONFIG Config;
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74
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75 //////////////////////////////////////////////////////////////////////////////
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76 // Structs ///////////////////////////////////////////////////////////////////
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77 //////////////////////////////////////////////////////////////////////////////
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78 struct LABELEDLISTNODE {
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79 /// This constructor allocates a new, empty labeled list and gives
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80 /// it the specified label.
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81 /// @param Label label for new list
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82 LABELEDLISTNODE(const char *label) : Label(label) {
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83 }
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84 std::string Label;
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85 int SampleCount = 0;
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86 int font_sample_count = 0;
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87 LIST List = nullptr;
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88 };
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89 using LABELEDLIST = LABELEDLISTNODE *;
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90
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91 struct MERGE_CLASS_NODE {
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92 MERGE_CLASS_NODE(const char * label) : Label(label), Class(NewClass(MAX_NUM_PROTOS, MAX_NUM_CONFIGS)) {
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93 }
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94 std::string Label;
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95 int NumMerged[MAX_NUM_PROTOS];
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96 tesseract::CLASS_TYPE Class;
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97 };
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98 using MERGE_CLASS = MERGE_CLASS_NODE *;
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99
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100 //////////////////////////////////////////////////////////////////////////////
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101 // Functions /////////////////////////////////////////////////////////////////
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102 //////////////////////////////////////////////////////////////////////////////
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103
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104 // Helper loads shape table from the given file.
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105 ShapeTable *LoadShapeTable(const std::string &file_prefix);
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106 // Helper to write the shape_table.
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107 TESS_COMMON_TRAINING_API
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108 void WriteShapeTable(const std::string &file_prefix, const ShapeTable &shape_table);
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109
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110 // Creates a MasterTraininer and loads the training data into it:
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111 // Initializes feature_defs and IntegerFX.
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112 // Loads the shape_table if shape_table != nullptr.
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113 // Loads initial unicharset from -U command-line option.
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114 // If FLAGS_input_trainer is set, loads the majority of data from there, else:
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115 // Loads font info from -F option.
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116 // Loads xheights from -X option.
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117 // Loads samples from .tr files in remaining command-line args.
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118 // Deletes outliers and computes canonical samples.
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119 // If FLAGS_output_trainer is set, saves the trainer for future use.
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120 // Computes canonical and cloud features.
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121 // If shape_table is not nullptr, but failed to load, make a fake flat one,
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122 // as shape clustering was not run.
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123 TESS_COMMON_TRAINING_API
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124 std::unique_ptr<MasterTrainer> LoadTrainingData(const char *const *filelist, bool replication,
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125 ShapeTable **shape_table, std::string &file_prefix);
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126
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127 LABELEDLIST FindList(tesseract::LIST List, const std::string &Label);
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128
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129 TESS_COMMON_TRAINING_API
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130 void ReadTrainingSamples(const tesseract::FEATURE_DEFS_STRUCT &feature_defs,
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131 const char *feature_name, int max_samples,
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132 tesseract::UNICHARSET *unicharset, FILE *file,
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133 tesseract::LIST *training_samples);
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134
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135 void WriteTrainingSamples(const tesseract::FEATURE_DEFS_STRUCT &FeatureDefs, char *Directory,
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136 tesseract::LIST CharList, const char *program_feature_type);
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137
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138 TESS_COMMON_TRAINING_API
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139 void FreeTrainingSamples(tesseract::LIST CharList);
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140
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141 TESS_COMMON_TRAINING_API
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142 void FreeLabeledList(LABELEDLIST LabeledList);
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143
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144 TESS_COMMON_TRAINING_API
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145 void FreeLabeledClassList(tesseract::LIST ClassListList);
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146
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147 TESS_COMMON_TRAINING_API
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148 tesseract::CLUSTERER *SetUpForClustering(const tesseract::FEATURE_DEFS_STRUCT &FeatureDefs,
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149 LABELEDLIST CharSample, const char *program_feature_type);
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150
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151 TESS_COMMON_TRAINING_API
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152 tesseract::LIST RemoveInsignificantProtos(tesseract::LIST ProtoList, bool KeepSigProtos,
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153 bool KeepInsigProtos, int N);
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154
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155 TESS_COMMON_TRAINING_API
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156 void CleanUpUnusedData(tesseract::LIST ProtoList);
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157
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158 TESS_COMMON_TRAINING_API
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159 void MergeInsignificantProtos(tesseract::LIST ProtoList, const char *label,
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160 tesseract::CLUSTERER *Clusterer, tesseract::CLUSTERCONFIG *Config);
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161
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162 TESS_COMMON_TRAINING_API
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163 MERGE_CLASS FindClass(tesseract::LIST List, const std::string &Label);
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164
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165 TESS_COMMON_TRAINING_API
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166 tesseract::CLASS_STRUCT *SetUpForFloat2Int(const tesseract::UNICHARSET &unicharset,
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167 tesseract::LIST LabeledClassList);
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168
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169 void Normalize(float *Values);
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170
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171 TESS_COMMON_TRAINING_API
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172 void FreeNormProtoList(tesseract::LIST CharList);
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173
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174 TESS_COMMON_TRAINING_API
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175 void AddToNormProtosList(tesseract::LIST *NormProtoList, tesseract::LIST ProtoList, const std::string &CharName);
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176
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177 TESS_COMMON_TRAINING_API
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178 int NumberOfProtos(tesseract::LIST ProtoList, bool CountSigProtos, bool CountInsigProtos);
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179
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180 void allocNormProtos();
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181
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182 } // namespace tesseract
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183
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184 #endif // def DISABLED_LEGACY_ENGINE
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185
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186 #endif // TESSERACT_TRAINING_COMMONTRAINING_H_