/////////////////////////////////////////////////////////////////////// // File: combine_tessdata.cpp // Description: Creates a unified traineddata file from several // data files produced by the training process. // Author: Daria Antonova // Created: Wed Jun 03 11:26:43 PST 2009 // // (C) Copyright 2009, Google Inc. // Licensed under the Apache License, Version 2.0 (the "License"); // you may not use this file except in compliance with the License. // You may obtain a copy of the License at // http://www.apache.org/licenses/LICENSE-2.0 // Unless required by applicable law or agreed to in writing, software // distributed under the License is distributed on an "AS IS" BASIS, // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. // See the License for the specific language governing permissions and // limitations under the License. // /////////////////////////////////////////////////////////////////////// #include "lstmrecognizer.h" #include "tessdatamanager.h" // Main program to combine/extract/overwrite tessdata components // in [lang].traineddata files. // // To combine all the individual tessdata components (unicharset, DAWGs, // classifier templates, ambiguities, language configs) located at, say, // /home/$USER/temp/eng.* run: // // combine_tessdata /home/$USER/temp/eng. // // The result will be a combined tessdata file /home/$USER/temp/eng.traineddata // // Specify option -e if you would like to extract individual components // from a combined traineddata file. For example, to extract language config // file and the unicharset from tessdata/eng.traineddata run: // // combine_tessdata -e tessdata/eng.traineddata // /home/$USER/temp/eng.config /home/$USER/temp/eng.unicharset // // The desired config file and unicharset will be written to // /home/$USER/temp/eng.config /home/$USER/temp/eng.unicharset // // Specify option -o to overwrite individual components of the given // [lang].traineddata file. For example, to overwrite language config // and unichar ambiguities files in tessdata/eng.traineddata use: // // combine_tessdata -o tessdata/eng.traineddata // /home/$USER/temp/eng.config /home/$USER/temp/eng.unicharambigs // // As a result, tessdata/eng.traineddata will contain the new language config // and unichar ambigs, plus all the original DAWGs, classifier teamples, etc. // // Note: the file names of the files to extract to and to overwrite from should // have the appropriate file suffixes (extensions) indicating their tessdata // component type (.unicharset for the unicharset, .unicharambigs for unichar // ambigs, etc). See k*FileSuffix variable in ccutil/tessdatamanager.h. // // Specify option -u to unpack all the components to the specified path: // // combine_tessdata -u tessdata/eng.traineddata /home/$USER/temp/eng. // // This will create /home/$USER/temp/eng.* files with individual tessdata // components from tessdata/eng.traineddata. // int main(int argc, char **argv) { int i; tesseract::TessdataManager tm; if (argc == 2) { printf("Combining tessdata files\n"); STRING lang = argv[1]; char* last = &argv[1][strlen(argv[1])-1]; if (*last != '.') lang += '.'; STRING output_file = lang; output_file += kTrainedDataSuffix; if (!tm.CombineDataFiles(lang.string(), output_file.string())) { printf("Error combining tessdata files into %s\n", output_file.string()); } else { printf("Output %s created successfully.\n", output_file.string()); } } else if (argc >= 4 && (strcmp(argv[1], "-e") == 0 || strcmp(argv[1], "-u") == 0)) { // Initialize TessdataManager with the data in the given traineddata file. if (!tm.Init(argv[2])) { tprintf("Failed to read %s\n", argv[2]); exit(1); } printf("Extracting tessdata components from %s\n", argv[2]); if (strcmp(argv[1], "-e") == 0) { for (i = 3; i < argc; ++i) { if (tm.ExtractToFile(argv[i])) { printf("Wrote %s\n", argv[i]); } else { printf("Not extracting %s, since this component" " is not present\n", argv[i]); } } } else { // extract all the components for (i = 0; i < tesseract::TESSDATA_NUM_ENTRIES; ++i) { STRING filename = argv[3]; char* last = &argv[3][strlen(argv[3])-1]; if (*last != '.') filename += '.'; filename += tesseract::kTessdataFileSuffixes[i]; if (tm.ExtractToFile(filename.string())) { printf("Wrote %s\n", filename.string()); } } } } else if (argc >= 4 && strcmp(argv[1], "-o") == 0) { // Rename the current traineddata file to a temporary name. const char *new_traineddata_filename = argv[2]; STRING traineddata_filename = new_traineddata_filename; traineddata_filename += ".__tmp__"; if (rename(new_traineddata_filename, traineddata_filename.string()) != 0) { tprintf("Failed to create a temporary file %s\n", traineddata_filename.string()); exit(1); } // Initialize TessdataManager with the data in the given traineddata file. tm.Init(traineddata_filename.string()); // Write the updated traineddata file. tm.OverwriteComponents(new_traineddata_filename, argv+3, argc-3); } else if (argc == 3 && strcmp(argv[1], "-c") == 0) { if (!tm.Init(argv[2])) { tprintf("Failed to read %s\n", argv[2]); exit(1); } tesseract::TFile fp; if (!tm.GetComponent(tesseract::TESSDATA_LSTM, &fp)) { tprintf("No LSTM Component found in %s!\n", argv[2]); exit(1); } tesseract::LSTMRecognizer recognizer; if (!recognizer.DeSerialize(&tm, &fp)) { tprintf("Failed to deserialize LSTM in %s!\n", argv[2]); exit(1); } recognizer.ConvertToInt(); GenericVector lstm_data; fp.OpenWrite(&lstm_data); ASSERT_HOST(recognizer.Serialize(&tm, &fp)); tm.OverwriteEntry(tesseract::TESSDATA_LSTM, &lstm_data[0], lstm_data.size()); if (!tm.SaveFile(argv[2], nullptr)) { tprintf("Failed to write modified traineddata:%s!\n", argv[2]); exit(1); } } else if (argc == 3 && strcmp(argv[1], "-d") == 0) { // Initialize TessdataManager with the data in the given traineddata file. tm.Init(argv[2]); } else { printf("Usage for combining tessdata components:\n" " %s language_data_path_prefix\n" " (e.g. %s tessdata/eng.)\n\n", argv[0], argv[0]); printf("Usage for extracting tessdata components:\n" " %s -e traineddata_file [output_component_file...]\n" " (e.g. %s -e eng.traineddata eng.unicharset)\n\n", argv[0], argv[0]); printf("Usage for overwriting tessdata components:\n" " %s -o traineddata_file [input_component_file...]\n" " (e.g. %s -o eng.traineddata eng.unicharset)\n\n", argv[0], argv[0]); printf("Usage for unpacking all tessdata components:\n" " %s -u traineddata_file output_path_prefix\n" " (e.g. %s -u eng.traineddata tmp/eng.)\n", argv[0], argv[0]); printf( "Usage for listing directory of components:\n" " %s -d traineddata_file\n", argv[0]); printf( "Usage for compacting LSTM component to int:\n" " %s -c traineddata_file\n", argv[0]); return 1; } tm.Directory(); }