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76 lines
2.8 KiB
Python
76 lines
2.8 KiB
Python
4 years ago
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import os.path
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from pkg_resources import resource_string
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from json import loads
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from ocrd_utils import (
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getLogger,
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assert_file_grp_cardinality,
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make_file_id,
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MIMETYPE_PAGE
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)
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from ocrd_modelfactory import page_from_file
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from ocrd_models.ocrd_page import (
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MetadataItemType,
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LabelsType, LabelType,
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AlternativeImageType,
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TextRegionType,
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to_xml
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)
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from ocrd import Processor
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from .sbb_binarize import SbbBinarizer
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OCRD_TOOL = loads(resource_string(__name__, 'ocrd-tool.json').decode('utf8'))
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TOOL = 'ocrd-sbb-binarize'
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class SbbBinarizeProcessor(Processor):
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def __init__(self, *args, **kwargs):
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kwargs['ocrd_tool'] = OCRD_TOOL['tools'][TOOL]
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kwargs['version'] = OCRD_TOOL['version']
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super().__init__(*args, **kwargs)
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def process(self):
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"""
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Binarize with sbb_binarization
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"""
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LOG = getLogger('processor.SbbBinarize')
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assert_file_grp_cardinality(self.input_file_grp, 1)
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assert_file_grp_cardinality(self.output_file_grp, 1)
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oplevel = self.parameter['operation_level']
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use_patches = self.parameter['patches']
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model_path = self.parameter['model']
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for n, input_file in enumerate(self.input_files):
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file_id = make_file_id(input_file, self.output_file_grp)
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page_id = input_file.pageId or input_file.ID
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LOG.info("INPUT FILE %i / %s", n, page_id)
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pcgts = page_from_file(self.workspace.download_file(input_file))
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self.add_metadata(pcgts)
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page = pcgts.get_Page()
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if oplevel == 'page':
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LOG.info("Binarizing on 'page' level in page '%s'", page_id)
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page_image, page_xywh, _ = self.workspace.image_from_page(page, page_id)
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binarizer = SbbBinarizer(image=page_image, model=model_path, patches=use_patches, save=None)
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bin_image = binarizer.run()
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# update METS (add the image file):
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bin_image_path = self.workspace.save_image_file(bin_image,
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file_id + '.IMG-BIN',
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page_id=page_id,
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file_grp=self.output_file_grp)
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page.add_AlternativeImage(filename=bin_image_path, comment="binarized")
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else:
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raise NotImplementedError("Binarization below page level not implemented yet")
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file_id = make_file_id(input_file, self.output_file_grp)
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pcgts.set_pcGtsId(file_id)
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self.workspace.add_file(
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ID=file_id,
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file_grp=self.output_file_grp,
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pageId=input_file.pageId,
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mimetype=MIMETYPE_PAGE,
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local_filename=os.path.join(self.output_file_grp, file_id + '.xml'),
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content=to_xml(pcgts))
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