ocrd-tesserocr 0.5.0

Tesserocr bindings

> Crop, deskew, segment into regions / lines / words, or recognize with tesserocr

[](https://circleci.com/gh/OCR-D/ocrd_tesserocr) [](https://pypi.org/project/ocrd_tesserocr/) [](https://codecov.io/gh/OCR-D/ocrd_tesserocr) [](https://hub.docker.com/r/ocrd/tesserocr/tags/)

Introduction

This offers [OCR-D](https://ocr-d.github.io) compliant workspace processors for (much of) the functionality of [Tesseract](https://github.com/tesseract-ocr) via its Python API wrapper [tesserocr](https://github.com/sirfz/tesserocr) . (Each processor is a step in the OCR-D functional model, and can be replaced with an alternative implementation. Data is represented within METS/PAGE.)

This includes image preprocessing (cropping, binarization, deskewing), layout analysis (region, line, word segmentation) and OCR proper. Most processors can operate on different levels of the PAGE hierarchy, depending on the workflow configuration. Image results are referenced (read and written) via AlternativeImage, text results via TextEquiv, deskewing via @orientation, cropping via Border and segmentation via Region / TextLine / Word elements with Coords/@points.

Installation

Required ubuntu packages:

• Tesseract headers (libtesseract-dev)

• Some tesseract language models (tesseract-ocr-{eng,deu,frk,…} or script models (tesseract-ocr-script-{latn,frak,…})

• Leptonica headers (libleptonica-dev)

Run:

make deps-ubuntu # or manually make deps # or pip install -r requirements make install # or pip install .

If tesserocr fails to compile with an error:

$PREFIX/include/tesseract/unicharset.h:241:10: error: ‘string’ does not name a type; did you mean ‘stdin’?
       static string CleanupString(const char* utf8_str) {
              ^~~~~~
              stdin

This is due to some inconsistencies in the installed tesseract C headers (fix expected for next Ubuntu upgrade, already fixed for Debian). Replace string with std::string in $PREFIX/include/tesseract/unicharset.h:265:5: and $PREFIX/include/tesseract/unichar.h:164:10: ff.

If tesserocr fails with an error about LSTM/CUBE, you have a mismatch between tesseract header/data/pkg-config versions. apt policy libtesseract-dev lists the apt-installable versions, keep it consistent. Make sure there are no spurious pkg-config artifacts, e.g. in /usr/local/lib/pkgconfig/tesseract.pc. The same goes for language models.

Usage

See docstrings and in the individual processors and [ocrd-tool.json](ocrd_tesserocr/ocrd-tool.json) descriptions.

Available processors are:

• [ocrd-tesserocr-crop](ocrd_tesserocr/crop.py)

• [ocrd-tesserocr-deskew](ocrd_tesserocr/deskew.py)

• [ocrd-tesserocr-binarize](ocrd_tesserocr/binarize.py)

• [ocrd-tesserocr-segment-region](ocrd_tesserocr/segment_region.py)

• [ocrd-tesserocr-segment-line](ocrd_tesserocr/segment_line.py)

• [ocrd-tesserocr-segment-word](ocrd_tesserocr/segment_word.py)

• [ocrd-tesserocr-recognize](ocrd_tesserocr/recognize.py)

Testing

make test

This downloads some test data from https://github.com/OCR-D/assets under repo/assets, and runs some basic test of the Python API as well as the CLIs.

Set PYTEST_ARGS=”-s –verbose” to see log output (-s) and individual test results (–verbose).