ocrd-galley/my_ocrd_workflow

#!/bin/bash
LOG_LEVEL='DEBUG'


set -e  # Abort on error
if [ "$LOG_LEVEL" = "DEBUG" -o "$LOG_LEVEL" = "TRACE" ]; then
  set -x
fi


remove_filegrp() {
  # Remove the given file group from the workspace

  filegrp_use=$1
  mets=$2

  xmlstarlet ed --inplace \
    -N mets=http://www.loc.gov/METS/ \
    -d "//mets:fileGrp[@USE='$filegrp_use']" $mets

  # XXX See also https://github.com/OCR-D/core/issues/245
  # XXX This should also delete the files (after checking if they are indeed inside the workspace) and the directory
}

do_validate() {
  ocrd workspace validate --skip pixel_density --page-strictness lax mets.xml
  # XXX ocrd-tesserocr INCONSISTENCY in TextRegion → use "--page-strictness lax" for now
}

do_binarization() {
  # Binarize the images

  remove_filegrp OCR-D-IMG-BIN mets.xml
  ocrd-kraken-binarize -l $LOG_LEVEL \
    -m mets.xml -I OCR-D-IMG -O OCR-D-IMG-BIN
}

do_fontident() {
  # Identify fonts in the images

  network=`python3 -c "import ocrd_typegroups_classifier, os; print(os.path.join(os.path.dirname(ocrd_typegroups_classifier.__file__), 'models', 'classifier.tgc'))"`
  ocrd_typegroups_classifier_parameters="
  {
    \"network\": \"$network\",
    \"stride\":  143
  }"

  remove_filegrp OCR-D-OCR-FONTIDENT mets.xml
  ocrd-typegroups-classifier -l $LOG_LEVEL \
    -m mets.xml -I OCR-D-IMG -O OCR-D-OCR-FONTIDENT \
    -p <(echo $ocrd_typegroups_classifier_parameters)
  # XXX Check if ocrd-typegroups-classifier uses the whole image
  # XXX does DEFAULT have any meaning? /buerger_gedichte_1778.ocrd does not have
  #     any DEFAULT, yet -I DEFAULT seems to work for ocrd-typegroups-classifier
}

do_linesegmentation() {
  # Segment the lines in the binarized images

  remove_filegrp OCR-D-SEG-REGION mets.xml
  remove_filegrp OCR-D-SEG-LINE mets.xml
  #ocrd-ocropy-segment -l $LOG_LEVEL \
  #  -m mets.xml -I OCR-D-IMG-BIN -O OCR-D-SEG-LINE
  # XXX ocrd-ocropy-segment throws an exception for buerger_gedichte_1778.ocrd

  ocrd-tesserocr-segment-region -l $LOG_LEVEL \
    -m mets.xml -I OCR-D-IMG-BIN -O OCR-D-SEG-REGION
  ocrd-tesserocr-segment-line -l $LOG_LEVEL \
    -m mets.xml -I OCR-D-SEG-REGION -O OCR-D-SEG-LINE

  # XXX compare ocrd-tesserocr-segment* vs tesseract native
}

do_ocr() {
  # Perform OCR on the segmented lines

  ocrd_tesserocr_recognize_parameters='{ "model": "frk" }'  # TODO mods:language + fontident → model
  remove_filegrp OCR-D-OCR-TESS mets.xml
  ocrd-tesserocr-recognize -l $LOG_LEVEL \
    -m mets.xml -I OCR-D-SEG-LINE -O OCR-D-OCR-TESS \
    -p <(echo $ocrd_tesserocr_recognize_parameters)
}

do_ocr_calamari() {
  ocrd_calamari_recognize_parameters='{ "checkpoint": "/var/lib/calamari-models/GT4HistOCR/*.ckpt.json" }'
  remove_filegrp OCR-D-OCR-CALAMARI mets.xml
  ocrd-calamari-recognize -l $LOG_LEVEL \
    -m mets.xml -I OCR-D-SEG-LINE -O OCR-D-OCR-CALAMARI \
    -p <(echo $ocrd_calamari_recognize_parameters)
}

page_validate_xml() {
  # Validate all PAGE XML against the XML schema

  filegrp=$1

  local file
  for file in `ocrd workspace find -G $filegrp`; do
    xmllint --noout --schema `dirname $0`/xsd/pagecontent.2019-07-15.xsd $file
  done
}

page_fix_image_references() {
  # Make image references relative to the PAGE XML file
  #
  # The rest of OCR-D probably isn't going to like it, but it is a. correct and b. makes PAGE Viewer open the image file
  # automatically.

  filegrp=$1

  local file
  for file in `ocrd workspace find -G $filegrp`; do
    sed -i 's#imageFilename="OCR-D-IMG#imageFilename="../OCR-D-IMG#g' $file
  done
}

page_workaround_remove_conf() {
  # XXX Work around https://github.com/OCR-D/core/issues/269

  filegrp=$1

  local file
  for file in `ocrd workspace find -G $filegrp`; do
    xmlstarlet ed --inplace \
    -N 'page=http://schema.primaresearch.org/PAGE/gts/pagecontent/2019-07-15' \
    -d '//page:TextEquiv/@conf' $file
  done
}

page_downgrade_to_2018() {
  filegrp=$1

  local file
  for file in `ocrd workspace find -G $filegrp`; do
    sed -i 's#pagecontent/[0-9-]*#pagecontent/2018-07-15#g' $file
  done
}


# FIXME We have a problem with ocrd_typegroups_classifier's Pillow dependency atm.
#do_fontident
#do_validate

do_binarization
do_validate

do_linesegmentation
page_validate_xml           OCR-D-SEG-REGION
page_validate_xml           OCR-D-SEG-LINE
do_validate


do_ocr_calamari


do_ocr


for ocr_filegrp in OCR-D-OCR-CALAMARI OCR-D-OCR-TESS; do

  page_validate_xml           $ocr_filegrp
  page_workaround_remove_conf $ocr_filegrp
  do_validate

  page_fix_image_references   $ocr_filegrp
  page_validate_xml           $ocr_filegrp
  do_validate

  # As a last step, downgrade to PAGE 2018 to support PAGE Viewer
  page_downgrade_to_2018      $ocr_filegrp
  do_validate

  if ocrd workspace list-group | grep -q OCR-D-GT-PAGE; then
    remove_filegrp $ocr_filegrp-EVAL mets.xml
    ocrd-dinglehopper -m mets.xml -I OCR-D-GT-PAGE,$ocr_filegrp -O $ocr_filegrp-EVAL
  fi

done

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