tesseract  3.03
/usr/local/google/home/jbreiden/tesseract-ocr-read-only/training/mftraining.cpp File Reference
#include <string.h>
#include <stdio.h>
#include <math.h>
#include "classify.h"
#include "cluster.h"
#include "clusttool.h"
#include "commontraining.h"
#include "danerror.h"
#include "efio.h"
#include "emalloc.h"
#include "featdefs.h"
#include "fontinfo.h"
#include "genericvector.h"
#include "indexmapbidi.h"
#include "intproto.h"
#include "mastertrainer.h"
#include "mergenf.h"
#include "mf.h"
#include "ndminx.h"
#include "ocrfeatures.h"
#include "oldlist.h"
#include "protos.h"
#include "shapetable.h"
#include "tessopt.h"
#include "tprintf.h"
#include "unicity_table.h"

Go to the source code of this file.

Defines

#define _USE_MATH_DEFINES
#define PROGRAM_FEATURE_TYPE   "mf"

Functions

 DECLARE_STRING_PARAM_FLAG (test_ch)
int main (int argc, char **argv)

Variables

const int kMaxShapeLabelLength = 10

Define Documentation

---------------------------------------------------------------------------- Include Files and Type Defines ----------------------------------------------------------------------------

Definition at line 35 of file mftraining.cpp.

#define PROGRAM_FEATURE_TYPE   "mf"

Definition at line 75 of file mftraining.cpp.


Function Documentation

int main ( int  argc,
char **  argv 
)

---------------------------------------------------------------------------- Public Function Prototypes ----------------------------------------------------------------------------

Definition at line 45 of file tesseractmain.cpp.

                                {
  if ((argc == 2 && strcmp(argv[1], "-v") == 0) ||
      (argc == 2 && strcmp(argv[1], "--version") == 0)) {
    char *versionStrP;

    fprintf(stderr, "tesseract %s\n", tesseract::TessBaseAPI::Version());

    versionStrP = getLeptonicaVersion();
    fprintf(stderr, " %s\n", versionStrP);
    lept_free(versionStrP);

    versionStrP = getImagelibVersions();
    fprintf(stderr, "  %s\n", versionStrP);
    lept_free(versionStrP);

#ifdef USE_OPENCL
    cl_platform_id platform;
    cl_uint num_platforms;
    cl_device_id devices[2];
    cl_uint num_devices;
    char info[256];
    int i;

    fprintf(stderr, " OpenCL info:\n");
    clGetPlatformIDs(1, &platform, &num_platforms);
    fprintf(stderr, "  Found %d platforms.\n", num_platforms);
    clGetPlatformInfo(platform, CL_PLATFORM_NAME, 256, info, 0);
    fprintf(stderr, "  Platform name: %s.\n", info);
    clGetPlatformInfo(platform, CL_PLATFORM_VERSION, 256, info, 0);
    fprintf(stderr, "  Version: %s.\n", info);
    clGetDeviceIDs(platform, CL_DEVICE_TYPE_ALL, 2, devices, &num_devices);
    fprintf(stderr, "  Found %d devices.\n", num_devices);
    for (i = 0; i < num_devices; ++i) {
      clGetDeviceInfo(devices[i], CL_DEVICE_NAME, 256, info, 0);
      fprintf(stderr, "    Device %d name: %s.\n", i+1, info);
    }
#endif
    exit(0);
  }

  // Make the order of args a bit more forgiving than it used to be.
  const char* lang = "eng";
  const char* image = NULL;
  const char* output = NULL;
  const char* datapath = NULL;
  bool noocr = false;
  bool list_langs = false;
  bool print_parameters = false;

  tesseract::PageSegMode pagesegmode = tesseract::PSM_AUTO;
  int arg = 1;
  while (arg < argc && (output == NULL || argv[arg][0] == '-')) {
    if (strcmp(argv[arg], "-l") == 0 && arg + 1 < argc) {
      lang = argv[arg + 1];
      ++arg;
    } else if (strcmp(argv[arg], "--tessdata-dir") == 0 && arg + 1 < argc) {
      datapath = argv[arg + 1];
      ++arg;
    } else if (strcmp(argv[arg], "--list-langs") == 0) {
      noocr = true;
      list_langs = true;
    } else if (strcmp(argv[arg], "-psm") == 0 && arg + 1 < argc) {
      pagesegmode = static_cast<tesseract::PageSegMode>(atoi(argv[arg + 1]));
      ++arg;
    } else if (strcmp(argv[arg], "--print-parameters") == 0) {
      noocr = true;
      print_parameters = true;
    } else if (strcmp(argv[arg], "-c") == 0 && arg + 1 < argc) {
      // handled properly after api init
      ++arg;
    } else if (image == NULL) {
      image = argv[arg];
    } else if (output == NULL) {
      output = argv[arg];
    }
    ++arg;
  }

  if (argc == 2 && strcmp(argv[1], "--list-langs") == 0) {
    list_langs = true;
    noocr = true;
  }

  if (output == NULL && noocr == false) {
    fprintf(stderr, "Usage:\n  %s imagename|stdin outputbase|stdout "
            "[options...] [configfile...]\n\n", argv[0]);

    fprintf(stderr, "OCR options:\n");
    fprintf(stderr, "  --tessdata-dir /path\tspecify location of tessdata"
                      " path\n");
    fprintf(stderr, "  -l lang[+lang]\tspecify language(s) used for OCR\n");
    fprintf(stderr, "  -c configvar=value\tset value for control parameter.\n"
                      "\t\t\tMultiple -c arguments are allowed.\n");
    fprintf(stderr, "  -psm pagesegmode\tspecify page segmentation mode.\n");
    fprintf(stderr, "These options must occur before any configfile.\n\n");
    fprintf(stderr,
            "pagesegmode values are:\n"
            "  0 = Orientation and script detection (OSD) only.\n"
            "  1 = Automatic page segmentation with OSD.\n"
            "  2 = Automatic page segmentation, but no OSD, or OCR\n"
            "  3 = Fully automatic page segmentation, but no OSD. (Default)\n"
            "  4 = Assume a single column of text of variable sizes.\n"
            "  5 = Assume a single uniform block of vertically aligned text.\n"
            "  6 = Assume a single uniform block of text.\n"
            "  7 = Treat the image as a single text line.\n"
            "  8 = Treat the image as a single word.\n"
            "  9 = Treat the image as a single word in a circle.\n"
            "  10 = Treat the image as a single character.\n\n");
    fprintf(stderr, "Single options:\n");
    fprintf(stderr, "  -v --version: version info\n");
    fprintf(stderr, "  --list-langs: list available languages for tesseract "
                      "engine. Can be used with --tessdata-dir.\n");
    fprintf(stderr, "  --print-parameters: print tesseract parameters to the "
                      "stdout.\n");
    exit(1);
  }

  if (output != NULL && strcmp(output, "-") && strcmp(output, "stdout")) {
    tprintf("Tesseract Open Source OCR Engine v%s with Leptonica\n",
           tesseract::TessBaseAPI::Version());
  }
  PERF_COUNT_START("Tesseract:main")
  tesseract::TessBaseAPI api;

  api.SetOutputName(output);
  int rc = api.Init(datapath, lang, tesseract::OEM_DEFAULT,
                &(argv[arg]), argc - arg, NULL, NULL, false);

  if (rc) {
    fprintf(stderr, "Could not initialize tesseract.\n");
    exit(1);
  }

  char opt1[255], opt2[255];
  for (arg = 0; arg < argc; arg++) {
    if (strcmp(argv[arg], "-c") == 0 && arg + 1 < argc) {
      strncpy(opt1, argv[arg + 1], 255);
      *(strchr(opt1, '=')) = 0;
      strncpy(opt2, strchr(argv[arg + 1], '=') + 1, 255);
      opt2[254] = 0;
      ++arg;

      if (!api.SetVariable(opt1, opt2)) {
        fprintf(stderr, "Could not set option: %s=%s\n", opt1, opt2);
      }
    }
  }

  if (list_langs) {
     GenericVector<STRING> languages;
     api.GetAvailableLanguagesAsVector(&languages);
     fprintf(stderr, "List of available languages (%d):\n",
             languages.size());
     for (int index = 0; index < languages.size(); ++index) {
       STRING& string = languages[index];
       fprintf(stderr, "%s\n", string.string());
     }
     api.End();
     exit(0);
  }

  if (print_parameters) {
     FILE* fout = stdout;
     fprintf(stdout, "Tesseract parameters:\n");
     api.PrintVariables(fout);
     api.End();
     exit(0);
  }

  // We have 2 possible sources of pagesegmode: a config file and
  // the command line. For backwards compatability reasons, the
  // default in tesseract is tesseract::PSM_SINGLE_BLOCK, but the
  // default for this program is tesseract::PSM_AUTO. We will let
  // the config file take priority, so the command-line default
  // can take priority over the tesseract default, so we use the
  // value from the command line only if the retrieved mode
  // is still tesseract::PSM_SINGLE_BLOCK, indicating no change
  // in any config file. Therefore the only way to force
  // tesseract::PSM_SINGLE_BLOCK is from the command line.
  // It would be simpler if we could set the value before Init,
  // but that doesn't work.
  if (api.GetPageSegMode() == tesseract::PSM_SINGLE_BLOCK)
     api.SetPageSegMode(pagesegmode);

  bool stdInput = !strcmp(image, "stdin") || !strcmp(image, "-");
  Pix* pixs = NULL;
  if (stdInput) {
    char byt;
    GenericVector<l_uint8> ch_data;
    std::istream file(std::cin.rdbuf());

#ifdef WIN32
    if (_setmode(_fileno(stdin), _O_BINARY) == -1)
      tprintf("ERROR: cin to binary: %s", strerror(errno));
#endif  // WIN32

    while (file.get(byt)) {
      ch_data.push_back(byt);
    }
    std::cin.ignore(std::cin.rdbuf()->in_avail() + 1);

    pixs = pixReadMem(&ch_data[0], ch_data.size());
  }

  if (pagesegmode == tesseract::PSM_AUTO_ONLY ||
      pagesegmode == tesseract::PSM_OSD_ONLY) {
    int ret_val = 0;

    if (!pixs)
      pixs = pixRead(image);
    if (!pixs) {
      fprintf(stderr, "Cannot open input file: %s\n", image);
      exit(2);
    }
    api.SetImage(pixs);

    if (pagesegmode == tesseract::PSM_OSD_ONLY) {
       OSResults osr;
       if (api.DetectOS(&osr)) {
         int orient = osr.best_result.orientation_id;
         int script_id = osr.get_best_script(orient);
         float orient_oco = osr.best_result.oconfidence;
         float orient_sco = osr.best_result.sconfidence;
         tprintf("Orientation: %d\nOrientation in degrees: %d\n" \
                 "Orientation confidence: %.2f\n" \
                 "Script: %d\nScript confidence: %.2f\n",
                 orient, OrientationIdToValue(orient), orient_oco,
                 script_id, orient_sco);
       } else {
         ret_val = 1;
       }
    } else {
       tesseract::Orientation orientation;
       tesseract::WritingDirection direction;
       tesseract::TextlineOrder order;
       float deskew_angle;
       tesseract::PageIterator* it =  api.AnalyseLayout();
       if (it) {
         it->Orientation(&orientation, &direction, &order, &deskew_angle);
         tprintf("Orientation: %d\nWritingDirection: %d\nTextlineOrder: %d\n" \
                 "Deskew angle: %.4f\n",
                  orientation, direction, order, deskew_angle);
       } else {
         ret_val = 1;
       }
       delete it;
    }
    pixDestroy(&pixs);
    exit(ret_val);
  }

  tesseract::TessResultRenderer* renderer = NULL;
  bool b;
  api.GetBoolVariable("tessedit_create_hocr", &b);
  if (b && renderer == NULL) renderer = new tesseract::TessHOcrRenderer();

  api.GetBoolVariable("tessedit_create_pdf", &b);
  if (b && renderer == NULL)
    renderer = new tesseract::TessPDFRenderer(api.GetDatapath());

  api.GetBoolVariable("tessedit_create_boxfile", &b);
  if (b && renderer == NULL) renderer = new tesseract::TessBoxTextRenderer();

  if (renderer == NULL) renderer = new tesseract::TessTextRenderer();

  if (pixs) {
    api.ProcessPage(pixs, 0, NULL, NULL, 0, renderer);
    pixDestroy(&pixs);
  } else {
    FILE* fin = fopen(image, "rb");
    if (fin == NULL) {
      fprintf(stderr, "Cannot open input file: %s\n", image);
      exit(2);
    }
    fclose(fin);
    if (!api.ProcessPages(image, NULL, 0, renderer)) {
      fprintf(stderr, "Error during processing.\n");
      exit(1);
    }
  }

  FILE* fout = stdout;
  if (strcmp(output, "-") && strcmp(output, "stdout")) {
    STRING outfile = STRING(output)
        + STRING(".")
        + STRING(renderer->file_extension());
    fout = fopen(outfile.string(), "wb");
    if (fout == NULL) {
      fprintf(stderr, "Cannot create output file %s\n", outfile.string());
      exit(1);
    }
  }

  const char* data;
  inT32 data_len;
  if (renderer->GetOutput(&data, &data_len)) {
    fwrite(data, 1, data_len, fout);
    if (fout != stdout)
      fclose(fout);
    else
      clearerr(fout);
  }
  PERF_COUNT_END
  return 0;                      // Normal exit
}

Variable Documentation

const int kMaxShapeLabelLength = 10

Definition at line 78 of file mftraining.cpp.

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