Pysseract

A Python binding to Tesseract API. Pip 19.3.1 or greater is required if you're installing the wheel, otherwise just install the source.

You don't need to install Tesseract itself as it comes bundled in the python package. You will however need to provide the tesseract models. An example of how you might do this with English on a linux system is as follows:

curl -O https://raw.githubusercontent.com/tesseract-ocr/tessdata_fast/4.0.0/eng.traineddata
mkdir -p /usr/local/share/tessdata/ && sudo mv eng.traineddata /usr/local/share/tessdata/ 

The reason the file is being put in to /usr/local/share/tessdata/ is because that is the default value for TESSDATA_PREFIX, an environment variable that Tesseract uses to locate model files. You're free to override the value of TESSDATA_PREFIX, of course.

Documentation is hosted on readthedocs.

Basic usage

In order to just get all the text from an image and concatenate it into a string, run the following:

import pysseract
t = pysseract.Pysseract()
t.SetImageFromPath('tests/001-helloworld.png')
print(t.utf8Text)

If instead you want to iterate through the text boxes found in an image at the TEXTLINE level (coarser-grained than WORD, but also lower-level than BLOCK), then you might run the following:

t: pysseract.Pysseract
resIter = t.GetIterator()
LEVEL = pysseract.PageIteratorLevel.TEXTLINE
while True:
    box = resIter.BoundingBox(LEVEL)
    text = resIter.GetUTF8Text(LEVEL)
    print(box)
    print(text)
    if not resIter.Next(LEVEL):
        break

A third possibility is that you may want to control how exactly the image is segmented. This is done before instantiating a ResultIterator, as follows:

t = pysseract.Pysseract()
t.pageSegMode = pysseract.PageSegMode.SINGLE_BLOCK
t.SetImageFromPath(self.thisPath.with_name(
    "002-quick-fox.jpg").as_posix())
t.SetSourceResolution(70)
resIter = t.GetIterator()
LEVEL = pysseract.PageIteratorLevel.TEXTLINE
lines = []
boxes = []
while True:
    box = resIter.BoundingBox(LEVEL)
    text = resIter.GetUTF8Text(LEVEL)
    lines.append(text)
    boxes.append(box)
    if not resIter.Next(LEVEL):
        break

Building the package

Requirements

• gcc/clang with at least c++11 support
• libtesseract, libtesseract-dev (equivalent on non-Debian/Ubuntu systems)
• pybind11>=2.2

python3 setup.py test build install

Building the documentation

pip install sphinx sphinx_rtd_theme
python3 setup.py build_sphinx

You should find the generated html in build/sphinx.

Contribute

Look at Tesseract BaseAPI and import those functions of interest to pymodule.cpp.

Please write a brief description in your wrapper function like those already in pymodule.cpp.

Reference

• basic pybind11
• class based pybind11
• compiling with pybind11

LICENSE

GPLv3