tesseract/training/shapeclustering.cpp
2014-01-11 23:08:54 +00:00

76 lines
2.9 KiB
C++

// Copyright 2011 Google Inc. All Rights Reserved.
// Author: rays@google.com (Ray Smith)
// 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.
// Filename: shapeclustering.cpp
// Purpose: Generates a master shape table to merge similarly-shaped
// training data of whole, partial or multiple characters.
// Author: Ray Smith
#ifdef HAVE_CONFIG_H
#include "config_auto.h"
#endif
#ifndef USE_STD_NAMESPACE
#include "base/commandlineflags.h"
#endif
#include "commontraining.h"
#include "mastertrainer.h"
#include "params.h"
#include "strngs.h"
INT_PARAM_FLAG(display_cloud_font, -1,
"Display cloud of this font, canonical_class1");
INT_PARAM_FLAG(display_canonical_font, -1,
"Display canonical sample of this font, canonical_class2");
STRING_PARAM_FLAG(canonical_class1, "", "Class to show ambigs for");
STRING_PARAM_FLAG(canonical_class2, "", "Class to show ambigs for");
// Loads training data, if requested displays debug information, otherwise
// creates the master shape table by shape clustering and writes it to a file.
// If FLAGS_display_cloud_font is set, then the cloud features of
// FLAGS_canonical_class1/FLAGS_display_cloud_font are shown in green ON TOP
// OF the red canonical features of FLAGS_canonical_class2/
// FLAGS_display_canonical_font, so as to show which canonical features are
// NOT in the cloud.
// Otherwise, if FLAGS_canonical_class1 is set, prints a table of font-wise
// cluster distances between FLAGS_canonical_class1 and FLAGS_canonical_class2.
int main(int argc, char **argv) {
ParseArguments(&argc, &argv);
STRING file_prefix;
tesseract::MasterTrainer* trainer = tesseract::LoadTrainingData(
argc, argv, false, NULL, &file_prefix);
if (!trainer)
return 1;
if (FLAGS_display_cloud_font >= 0) {
#ifndef GRAPHICS_DISABLED
trainer->DisplaySamples(FLAGS_canonical_class1.c_str(),
FLAGS_display_cloud_font,
FLAGS_canonical_class2.c_str(),
FLAGS_display_canonical_font);
#endif // GRAPHICS_DISABLED
return 0;
} else if (!FLAGS_canonical_class1.empty()) {
trainer->DebugCanonical(FLAGS_canonical_class1.c_str(),
FLAGS_canonical_class2.c_str());
return 0;
}
trainer->SetupMasterShapes();
WriteShapeTable(file_prefix, trainer->master_shapes());
delete trainer;
return 0;
} /* main */