Mercurial > hgrepos > Python2 > PyMuPDF
annotate mupdf-source/thirdparty/tesseract/src/classify/clusttool.cpp @ 29:f76e6575dca9 v1.26.4+1
+++++ v1.26.4+1
| author | Franz Glasner <fzglas.hg@dom66.de> |
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| date | Fri, 19 Sep 2025 19:59:23 +0200 |
| parents | b50eed0cc0ef |
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| rev | line source |
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1 /****************************************************************************** |
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2 ** Filename: clusttool.cpp |
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3 ** Purpose: Misc. tools for use with the clustering routines |
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4 ** Author: Dan Johnson |
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5 ** |
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6 ** (c) Copyright Hewlett-Packard Company, 1988. |
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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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18 #define _USE_MATH_DEFINES // for M_PI |
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19 |
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20 #include "clusttool.h" |
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21 |
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22 #include <cmath> // for M_PI, std::isnan |
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23 #include <locale> // for std::locale::classic |
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24 #include <sstream> // for std::stringstream |
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25 |
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26 namespace tesseract { |
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27 |
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28 //---------------Global Data Definitions and Declarations-------------------- |
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29 #define TOKENSIZE 80 ///< max size of tokens read from an input file |
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30 #define QUOTED_TOKENSIZE "79" |
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31 #define MAXSAMPLESIZE 65535 ///< max num of dimensions in feature space |
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32 |
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33 /** |
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34 * This routine reads N floats from the specified text file |
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35 * and places them into Buffer. If Buffer is nullptr, a buffer |
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36 * is created and passed back to the caller. If EOF is |
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37 * encountered before any floats can be read, nullptr is |
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38 * returned. |
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39 * @param fp open text file to read floats from |
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40 * @param N number of floats to read |
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41 * @param Buffer pointer to buffer to place floats into |
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42 * @return Pointer to buffer holding floats or nullptr if EOF |
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43 * @note Globals: None |
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44 */ |
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45 static bool ReadNFloats(TFile *fp, uint16_t N, float Buffer[]) { |
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46 const int kMaxLineSize = 1024; |
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47 char line[kMaxLineSize]; |
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48 if (fp->FGets(line, kMaxLineSize) == nullptr) { |
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49 tprintf("Hit EOF in ReadNFloats!\n"); |
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50 return false; |
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51 } |
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52 |
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53 std::stringstream stream(line); |
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54 // Use "C" locale (needed for float values Buffer[i]). |
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55 stream.imbue(std::locale::classic()); |
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56 for (uint16_t i = 0; i < N; i++) { |
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57 float f = NAN; |
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58 stream >> f; |
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59 if (std::isnan(f)) { |
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60 tprintf("Read of %u floats failed!\n", N); |
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61 return false; |
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62 } |
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63 Buffer[i] = f; |
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64 } |
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65 return true; |
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66 } |
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67 |
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68 /** |
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69 * This routine writes a text representation of N floats from |
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70 * an array to a file. All of the floats are placed on one line. |
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71 * @param File open text file to write N floats to |
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72 * @param N number of floats to write |
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73 * @param Array array of floats to write |
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74 */ |
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75 static void WriteNFloats(FILE *File, uint16_t N, float Array[]) { |
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76 for (int i = 0; i < N; i++) { |
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77 fprintf(File, " %9.6f", Array[i]); |
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78 } |
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79 fprintf(File, "\n"); |
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80 } |
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81 |
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82 /** |
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83 * This routine writes to the specified text file a word |
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84 * which represents the ProtoStyle. It does not append |
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85 * a carriage return to the end. |
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86 * @param File open text file to write prototype style to |
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87 * @param ProtoStyle prototype style to write |
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88 */ |
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89 static void WriteProtoStyle(FILE *File, PROTOSTYLE ProtoStyle) { |
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90 switch (ProtoStyle) { |
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91 case spherical: |
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92 fprintf(File, "spherical"); |
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93 break; |
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94 case elliptical: |
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95 fprintf(File, "elliptical"); |
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96 break; |
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97 case mixed: |
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98 fprintf(File, "mixed"); |
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99 break; |
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100 case automatic: |
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101 fprintf(File, "automatic"); |
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102 break; |
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103 } |
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104 } |
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105 |
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106 /** |
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107 * This routine reads a single integer from the specified |
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108 * file and checks to ensure that it is between 0 and |
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109 * MAXSAMPLESIZE. |
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110 * @param fp open text file to read sample size from |
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111 * @return Sample size |
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112 * @note Globals: None |
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113 */ |
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114 uint16_t ReadSampleSize(TFile *fp) { |
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115 int SampleSize = 0; |
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116 |
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117 const int kMaxLineSize = 100; |
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118 char line[kMaxLineSize]; |
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119 ASSERT_HOST(fp->FGets(line, kMaxLineSize) != nullptr); |
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120 ASSERT_HOST(sscanf(line, "%d", &SampleSize) == 1); |
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121 ASSERT_HOST(SampleSize >= 0 && SampleSize <= MAXSAMPLESIZE); |
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122 return SampleSize; |
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123 } |
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124 |
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125 /** |
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126 * This routine reads textual descriptions of sets of parameters |
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127 * which describe the characteristics of feature dimensions. |
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128 * |
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129 * @param fp open text file to read N parameter descriptions from |
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130 * @param N number of parameter descriptions to read |
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131 * @return Pointer to an array of parameter descriptors. |
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132 * @note Globals: None |
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133 */ |
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134 PARAM_DESC *ReadParamDesc(TFile *fp, uint16_t N) { |
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135 auto ParamDesc = new PARAM_DESC[N]; |
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136 for (int i = 0; i < N; i++) { |
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137 const int kMaxLineSize = TOKENSIZE * 4; |
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138 char line[kMaxLineSize]; |
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139 ASSERT_HOST(fp->FGets(line, kMaxLineSize) != nullptr); |
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140 std::istringstream stream(line); |
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141 // Use "C" locale (needed for float values Min, Max). |
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142 stream.imbue(std::locale::classic()); |
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143 std::string linear_token; |
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144 stream >> linear_token; |
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145 std::string essential_token; |
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146 stream >> essential_token; |
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147 stream >> ParamDesc[i].Min; |
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148 stream >> ParamDesc[i].Max; |
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149 ASSERT_HOST(!stream.fail()); |
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150 ParamDesc[i].Circular = (linear_token[0] == 'c'); |
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151 ParamDesc[i].NonEssential = (essential_token[0] != 'e'); |
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152 ParamDesc[i].Range = ParamDesc[i].Max - ParamDesc[i].Min; |
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153 ParamDesc[i].HalfRange = ParamDesc[i].Range / 2; |
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154 ParamDesc[i].MidRange = (ParamDesc[i].Max + ParamDesc[i].Min) / 2; |
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155 } |
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156 return (ParamDesc); |
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157 } |
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158 |
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159 /** |
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160 * This routine reads a textual description of a prototype from |
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161 * the specified file. |
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162 * |
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163 * @param fp open text file to read prototype from |
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164 * @param N number of dimensions used in prototype |
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165 * @return List of prototypes |
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166 * @note Globals: None |
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167 */ |
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168 PROTOTYPE *ReadPrototype(TFile *fp, uint16_t N) { |
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169 char sig_token[TOKENSIZE], shape_token[TOKENSIZE]; |
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170 int SampleCount; |
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171 int i; |
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172 |
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173 const int kMaxLineSize = TOKENSIZE * 4; |
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174 char line[kMaxLineSize]; |
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175 if (fp->FGets(line, kMaxLineSize) == nullptr || |
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176 sscanf(line, "%" QUOTED_TOKENSIZE "s %" QUOTED_TOKENSIZE "s %d", sig_token, shape_token, |
|
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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:
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|
177 &SampleCount) != 3) { |
|
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ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
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|
178 tprintf("Invalid prototype: %s\n", line); |
|
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|
179 return nullptr; |
|
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180 } |
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|
181 auto Proto = new PROTOTYPE; |
|
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|
182 Proto->Cluster = nullptr; |
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183 Proto->Significant = (sig_token[0] == 's'); |
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184 |
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|
185 switch (shape_token[0]) { |
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186 case 's': |
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187 Proto->Style = spherical; |
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188 break; |
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189 case 'e': |
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190 Proto->Style = elliptical; |
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191 break; |
|
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192 case 'a': |
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193 Proto->Style = automatic; |
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194 break; |
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195 default: |
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196 tprintf("Invalid prototype style specification:%s\n", shape_token); |
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197 Proto->Style = elliptical; |
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198 } |
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199 |
|
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parents:
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200 ASSERT_HOST(SampleCount >= 0); |
|
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201 Proto->NumSamples = SampleCount; |
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202 |
|
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203 Proto->Mean.resize(N); |
|
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204 ReadNFloats(fp, N, &Proto->Mean[0]); |
|
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ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
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205 |
|
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parents:
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|
206 switch (Proto->Style) { |
|
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Franz Glasner <fzglas.hg@dom66.de>
parents:
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|
207 case spherical: |
|
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parents:
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|
208 ReadNFloats(fp, 1, &(Proto->Variance.Spherical)); |
|
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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:
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|
209 Proto->Magnitude.Spherical = 1.0 / sqrt(2.0 * M_PI * Proto->Variance.Spherical); |
|
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Franz Glasner <fzglas.hg@dom66.de>
parents:
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|
210 Proto->TotalMagnitude = std::pow(Proto->Magnitude.Spherical, static_cast<float>(N)); |
|
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parents:
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|
211 Proto->LogMagnitude = log(static_cast<double>(Proto->TotalMagnitude)); |
|
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parents:
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|
212 Proto->Weight.Spherical = 1.0 / Proto->Variance.Spherical; |
|
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|
213 Proto->Distrib.clear(); |
|
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parents:
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|
214 break; |
|
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parents:
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|
215 case elliptical: |
|
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parents:
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|
216 Proto->Variance.Elliptical = new float[N]; |
|
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parents:
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|
217 ReadNFloats(fp, N, Proto->Variance.Elliptical); |
|
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ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
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|
218 Proto->Magnitude.Elliptical = new float[N]; |
|
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|
219 Proto->Weight.Elliptical = new float[N]; |
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220 Proto->TotalMagnitude = 1.0; |
|
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parents:
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|
221 for (i = 0; i < N; i++) { |
|
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parents:
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|
222 Proto->Magnitude.Elliptical[i] = 1.0f / sqrt(2.0f * M_PI * Proto->Variance.Elliptical[i]); |
|
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parents:
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|
223 Proto->Weight.Elliptical[i] = 1.0f / Proto->Variance.Elliptical[i]; |
|
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parents:
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|
224 Proto->TotalMagnitude *= Proto->Magnitude.Elliptical[i]; |
|
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225 } |
|
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parents:
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|
226 Proto->LogMagnitude = log(static_cast<double>(Proto->TotalMagnitude)); |
|
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|
227 Proto->Distrib.clear(); |
|
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|
228 break; |
|
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diff
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|
229 default: |
|
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diff
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|
230 delete Proto; |
|
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parents:
diff
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|
231 tprintf("Invalid prototype style\n"); |
|
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|
232 return nullptr; |
|
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parents:
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|
233 } |
|
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parents:
diff
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|
234 return Proto; |
|
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ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
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parents:
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|
235 } |
|
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parents:
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|
236 |
|
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Franz Glasner <fzglas.hg@dom66.de>
parents:
diff
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|
237 /** |
|
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parents:
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|
238 * This routine writes an array of dimension descriptors to |
|
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parents:
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|
239 * the specified text file. |
|
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parents:
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|
240 * @param File open text file to write param descriptors to |
|
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parents:
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|
241 * @param N number of param descriptors to write |
|
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parents:
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|
242 * @param ParamDesc array of param descriptors to write |
|
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Franz Glasner <fzglas.hg@dom66.de>
parents:
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|
243 */ |
|
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Franz Glasner <fzglas.hg@dom66.de>
parents:
diff
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|
244 void WriteParamDesc(FILE *File, uint16_t N, const PARAM_DESC ParamDesc[]) { |
|
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Franz Glasner <fzglas.hg@dom66.de>
parents:
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|
245 int i; |
|
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|
246 |
|
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parents:
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|
247 for (i = 0; i < N; i++) { |
|
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parents:
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|
248 if (ParamDesc[i].Circular) { |
|
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parents:
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|
249 fprintf(File, "circular "); |
|
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parents:
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|
250 } else { |
|
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Franz Glasner <fzglas.hg@dom66.de>
parents:
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|
251 fprintf(File, "linear "); |
|
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|
252 } |
|
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parents:
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|
253 |
|
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Franz Glasner <fzglas.hg@dom66.de>
parents:
diff
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|
254 if (ParamDesc[i].NonEssential) { |
|
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Franz Glasner <fzglas.hg@dom66.de>
parents:
diff
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|
255 fprintf(File, "non-essential "); |
|
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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
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|
256 } else { |
|
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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:
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|
257 fprintf(File, "essential "); |
|
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parents:
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|
258 } |
|
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parents:
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|
259 |
|
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Franz Glasner <fzglas.hg@dom66.de>
parents:
diff
changeset
|
260 fprintf(File, "%10.6f %10.6f\n", ParamDesc[i].Min, ParamDesc[i].Max); |
|
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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
|
261 } |
|
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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
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|
262 } |
|
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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
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|
263 |
|
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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
|
264 /** |
|
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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
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|
265 * This routine writes a textual description of a prototype |
|
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266 * to the specified text file. |
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267 * @param File open text file to write prototype to |
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268 * @param N number of dimensions in feature space |
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269 * @param Proto prototype to write out |
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270 */ |
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271 void WritePrototype(FILE *File, uint16_t N, PROTOTYPE *Proto) { |
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272 int i; |
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273 |
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274 if (Proto->Significant) { |
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275 fprintf(File, "significant "); |
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276 } else { |
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277 fprintf(File, "insignificant "); |
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278 } |
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279 WriteProtoStyle(File, static_cast<PROTOSTYLE>(Proto->Style)); |
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280 fprintf(File, "%6u\n\t", Proto->NumSamples); |
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281 WriteNFloats(File, N, &Proto->Mean[0]); |
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282 fprintf(File, "\t"); |
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283 |
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284 switch (Proto->Style) { |
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285 case spherical: |
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286 WriteNFloats(File, 1, &(Proto->Variance.Spherical)); |
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287 break; |
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288 case elliptical: |
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289 WriteNFloats(File, N, Proto->Variance.Elliptical); |
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290 break; |
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291 case mixed: |
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292 for (i = 0; i < N; i++) { |
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293 switch (Proto->Distrib[i]) { |
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294 case normal: |
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295 fprintf(File, " %9s", "normal"); |
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296 break; |
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297 case uniform: |
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298 fprintf(File, " %9s", "uniform"); |
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299 break; |
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300 case D_random: |
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301 fprintf(File, " %9s", "random"); |
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302 break; |
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303 case DISTRIBUTION_COUNT: |
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304 ASSERT_HOST(!"Distribution count not allowed!"); |
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305 } |
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306 } |
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307 fprintf(File, "\n\t"); |
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308 WriteNFloats(File, N, Proto->Variance.Elliptical); |
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309 } |
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310 } |
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311 |
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312 } // namespace tesseract |
