// Copyright 2017 Google Inc. All Rights Reserved. // Author: rays@google.com (Ray Smith) // Purpose: Collection of convenience functions to simplify creation of the // unicharset, recoder, and dawgs for an LSTM model. // Licensed under the Apache License, Version 2.0 (the "License"); // you may not use this file except in compliance with the License. // You may obtain a copy of the License at // http://www.apache.org/licenses/LICENSE-2.0 // Unless required by applicable law or agreed to in writing, software // distributed under the License is distributed on an "AS IS" BASIS, // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. // See the License for the specific language governing permissions and // limitations under the License. #ifndef TESSERACT_TRAINING_LANG_MODEL_HELPERS_H_ #define TESSERACT_TRAINING_LANG_MODEL_HELPERS_H_ #include #include "genericvector.h" #include "serialis.h" #include "strngs.h" #include "tessdatamanager.h" #include "unicharset.h" namespace tesseract { // Helper makes a filename (//) and writes data // to the file, using writer if not null, otherwise, a default writer. // Default writer will overwrite any existing file, but a supplied writer // can do its own thing. If lang is empty, returns true but does nothing. // NOTE that suffix should contain any required . for the filename. bool WriteFile(const std::string& output_dir, const std::string& lang, const std::string& suffix, const GenericVector& data, FileWriter writer); // Helper reads a file with optional reader and returns a STRING. // On failure emits a warning message and returns and empty STRING. STRING ReadFile(const std::string& filename, FileReader reader); // Helper writes the unicharset to file and to the traineddata. bool WriteUnicharset(const UNICHARSET& unicharset, const std::string& output_dir, const std::string& lang, FileWriter writer, TessdataManager* traineddata); // Helper creates the recoder from the unicharset and writes it to the // traineddata, with a human-readable form to file at: // //.charset_size= for some num being the size // of the re-encoded character set. The charset_size file is written using // writer if not null, or using a default file writer otherwise, overwriting // any existing content. // If pass_through is true, then the recoder will be a no-op, passing the // unicharset codes through unchanged. Otherwise, the recoder will "compress" // the unicharset by encoding Hangul in Jamos, decomposing multi-unicode // symbols into sequences of unicodes, and encoding Han using the data in the // radical_table_data, which must be the content of the file: // langdata/radical-stroke.txt. bool WriteRecoder(const UNICHARSET& unicharset, bool pass_through, const std::string& output_dir, const std::string& lang, FileWriter writer, STRING* radical_table_data, TessdataManager* traineddata); // The main function for combine_lang_model.cpp. // Returns EXIT_SUCCESS or EXIT_FAILURE for error. // unicharset: can be a hand-created file with incomplete fields. Its basic // and script properties will be set before it is used. // script_dir: should point to the langdata (github repo) directory. // version_str: arbitrary version label. // Output files will be written to //.* // If pass_through_recoder is true, the unicharset will be used unchanged as // labels in the classifier, otherwise, the unicharset will be "compressed" to // make the recognition task simpler and faster. // The words/puncs/numbers lists may be all empty. If any are non-empty then // puncs must be non-empty. // lang_is_rtl indicates that the language is generally written from right // to left (eg Arabic/Hebrew). int CombineLangModel(const UNICHARSET& unicharset, const std::string& script_dir, const std::string& version_str, const std::string& output_dir, const std::string& lang, bool pass_through_recoder, const GenericVector& words, const GenericVector& puncs, const GenericVector& numbers, bool lang_is_rtl, FileReader reader, FileWriter writer); } // namespace tesseract #endif // TESSERACT_TRAINING_LANG_MODEL_HELPERS_H_