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103 lines
3.3 KiB
Markdown
103 lines
3.3 KiB
Markdown
dinglehopper
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============
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dinglehopper is an OCR evaluation tool and reads
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[ALTO](https://github.com/altoxml),
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[PAGE](https://github.com/PRImA-Research-Lab/PAGE-XML) and text files. It
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compares a ground truth (GT) document page with a OCR result page to compute
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metrics and a word/character differences report.
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[](https://circleci.com/gh/qurator-spk/dinglehopper)
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Goals
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-----
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* Useful
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* As a UI tool
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* For an automated evaluation
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* As a library
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* Unicode support
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Installation
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------------
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It's best to use pip, e.g.:
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~~~
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sudo pip install .
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~~~
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Usage
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-----
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~~~
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Usage: dinglehopper [OPTIONS] GT OCR [REPORT_PREFIX]
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Compare the PAGE/ALTO/text document GT against the document OCR.
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dinglehopper detects if GT/OCR are ALTO or PAGE XML documents to extract
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their text and falls back to plain text if no ALTO or PAGE is detected.
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The files GT and OCR are usually a ground truth document and the result of
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an OCR software, but you may use dinglehopper to compare two OCR results.
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In that case, use --no-metrics to disable the then meaningless metrics and
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also change the color scheme from green/red to blue.
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The comparison report will be written to $REPORT_PREFIX.{html,json}, where
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$REPORT_PREFIX defaults to "report". The reports include the character
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error rate (CER) and the word error rate (WER).
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By default, the text of PAGE files is extracted on 'region' level. You may
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use "--textequiv-level line" to extract from the level of TextLine tags.
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Options:
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--metrics / --no-metrics Enable/disable metrics and green/red
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--textequiv-level LEVEL PAGE TextEquiv level to extract text from
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--progress Show progress bar
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--help Show this message and exit.
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~~~
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For example:
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~~~
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dinglehopper some-document.gt.page.xml some-document.ocr.alto.xml
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~~~
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This generates `report.html` and `report.json`.
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### dinglehopper-line-dirs
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You also may want to compare a directory of GT text files (i.e. `gt/line0001.gt.txt`)
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with a directory of OCR text files (i.e. `ocr/line0001.some-ocr.txt`) with a separate
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CLI interface:
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~~~
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dinglehopper-line-dirs gt/ ocr/
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~~~
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### dinglehopper-extract
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The tool `dinglehopper-extract` extracts the text of the given input file on
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stdout, for example:
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~~~
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dinglehopper-extract --textequiv-level line OCR-D-GT-PAGE/00000024.page.xml
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~~~
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### OCR-D
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As a OCR-D processor:
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~~~
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ocrd-dinglehopper -I OCR-D-GT-PAGE,OCR-D-OCR-TESS -O OCR-D-OCR-TESS-EVAL
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~~~
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This generates HTML and JSON reports in the `OCR-D-OCR-TESS-EVAL` filegroup.
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The OCR-D processor has these parameters:
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| Parameter | Meaning |
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| ------------------------- | ------------------------------------------------------------------- |
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| `-P metrics false` | Disable metrics and the green-red color scheme (default: enabled) |
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| `-P textequiv_level line` | (PAGE) Extract text from TextLine level (default: TextRegion level) |
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For example:
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~~~
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ocrd-dinglehopper -I ABBYY-FULLTEXT,OCR-D-OCR-CALAMARI -O OCR-D-OCR-COMPARE-ABBYY-CALAMARI -P metrics false
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~~~
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Developer information
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---------------------
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*Please refer to [README-DEV.md](README-DEV.md).*
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