Optical character recognition with Tesseract: Difference between revisions

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* [https://code.google.com/p/tesseract-ocr/ Tesseract] is a Free software OCR package
 
==install==
Tesseract (with languages you will be using)
* Mac <code>brew install tesseract --all-languages</code>
* Debian/Ubuntu: <code>sudo aptitude install tesseract-ocr</code>
** See what language packages are available with: <code>sudo aptitude search tesseract-ocr-</code>
** install language packages: <code>sudo aptitude install tesseract-ocr-ara tesseract-ocr-port tesseract-ocr-spa</code> here I am installing Arabic, Portuguese, Spanish
 
poppler-utils whic include tools such as pdftotext and pdftohtml
* Mac <code>brew install poppler-utils</code>
* Debian/Ubuntu: <code>sudo aptitude install poppler-utils</code>
 
imagemagick
* Mac <code>brew install imagemagick</code>
* Debian/Ubuntu: <code>sudo aptitude install imagemagick</code>
 
pdftk
* Mac <code>brew install pdftk</code>
* Debian/Ubuntu: <code>sudo aptitude install pdftk</code>
 
 
=PDF=
* with text layer
* without text layer
To find out the difference you can try to select the PDF's text in a PDF viewer. Only if the text layer is present will you be able to select it.
 
If it contains a text layer you can use pdftotext command-line application (from poppler-utils) to convert the PDF to text
 
= Tesseract=
<blockquote>Tesseract was originally developed at Hewlett-Packard Laboratories Bristol and at Hewlett-Packard Co, Greeley Colorado between 1985 and 1994, with some more changes made in 1996 to port to Windows, and some C++izing in 1998. In 2005 Tesseract was open sourced by HP. Since 2006 it is developed by Google.<ref>https://github.com/tesseract-ocr/tesseract/blob/master/README.md</ref></blockquote>
 
[https://code.google.com/p/tesseract-ocr/ Tesseract] is a Free software OCR package
 
==one page prototype==
Getting 1 page from PDF file with PDFTK <code>burst</code>
 
pdftk yourfile.pdf burst
 
Chose page you want to convert
 
Convert PDF to bit-map using imagemagick, with some options to optimize OCR
convert -density 300 page.pdf -depth 8 -strip -background white -alpha off ouput.tiff
* <code>-density 300</code> resolution 300DPI. Lower resolutions will create errors :)
* <code>-depth 8</code>number of bits for color. 8bit depth <nowiki>==</nowiki> grey-scale
* <code>-strip -background white -alpha off</code> removes alpha channel (opacity), and makes the background white
* <code>output.tiff</code>in previous versions Tesseract only accepted images as tiffs, but currently more bitmap formats are accepted
 
OCR
tesseract output.tiff -l eng output
Will generate the file output.txt
* -l is the option for language (English is the default)
 
==details==
===language===
Lists all tesseract languages available in your system.
 
tesseract --list-langs
 
Select more than language
tesseract output.tiff -l eng+spa output
 
 
==multipages==
Tiff files can be multi-page images. Hence if we use the prevoious  IM command to convert a PDF to a TIFF, if the PDF is multi page, so will be it TIFF. Which Tesseract should handle.
<source lang="bash">
$ tesseract TypewriterArt.tiff TypewriterArt
Tesseract Open Source OCR Engine v3.03 with Leptonica
Page 1 of 8
Page 2 of 8
Page 3 of 8
</source>
 
Another option is providing Tesseract with a text file containing the path/filename to each image in sequence:
 
<source lang="bash">
p001.tiff
p002.tiff
p003.png
</source>
 
tesseract savedlist output
 
 
 
==training==
 
Box file editor: [https://code.google.com/archive/p/moshpytt/downloads moshPyTT] for Tesseract v.3.0
 
See more Tesseract add-on in https://github.com/tesseract-ocr/tesseract/wiki/AddOns


== Artistic research ==
== Artistic research ==
Line 6: Line 94:


[http://reverseocr.tumblr.com/ "Reverse OCR"]
[http://reverseocr.tumblr.com/ "Reverse OCR"]
==References==
<references/>

Revision as of 16:51, 11 January 2018

install

Tesseract (with languages you will be using)

  • Mac brew install tesseract --all-languages
  • Debian/Ubuntu: sudo aptitude install tesseract-ocr
    • See what language packages are available with: sudo aptitude search tesseract-ocr-
    • install language packages: sudo aptitude install tesseract-ocr-ara tesseract-ocr-port tesseract-ocr-spa here I am installing Arabic, Portuguese, Spanish

poppler-utils whic include tools such as pdftotext and pdftohtml

  • Mac brew install poppler-utils
  • Debian/Ubuntu: sudo aptitude install poppler-utils

imagemagick

  • Mac brew install imagemagick
  • Debian/Ubuntu: sudo aptitude install imagemagick

pdftk

  • Mac brew install pdftk
  • Debian/Ubuntu: sudo aptitude install pdftk


PDF

  • with text layer
  • without text layer

To find out the difference you can try to select the PDF's text in a PDF viewer. Only if the text layer is present will you be able to select it.

If it contains a text layer you can use pdftotext command-line application (from poppler-utils) to convert the PDF to text

Tesseract

Tesseract was originally developed at Hewlett-Packard Laboratories Bristol and at Hewlett-Packard Co, Greeley Colorado between 1985 and 1994, with some more changes made in 1996 to port to Windows, and some C++izing in 1998. In 2005 Tesseract was open sourced by HP. Since 2006 it is developed by Google.[1]

Tesseract is a Free software OCR package

one page prototype

Getting 1 page from PDF file with PDFTK burst

pdftk yourfile.pdf burst 

Chose page you want to convert

Convert PDF to bit-map using imagemagick, with some options to optimize OCR

convert -density 300 page.pdf -depth 8 -strip -background white -alpha off ouput.tiff
  • -density 300 resolution 300DPI. Lower resolutions will create errors :)
  • -depth 8number of bits for color. 8bit depth == grey-scale
  • -strip -background white -alpha off removes alpha channel (opacity), and makes the background white
  • output.tiffin previous versions Tesseract only accepted images as tiffs, but currently more bitmap formats are accepted

OCR

tesseract output.tiff -l eng output

Will generate the file output.txt

  • -l is the option for language (English is the default)

details

language

Lists all tesseract languages available in your system.

tesseract --list-langs

Select more than language

tesseract output.tiff -l eng+spa output


multipages

Tiff files can be multi-page images. Hence if we use the prevoious IM command to convert a PDF to a TIFF, if the PDF is multi page, so will be it TIFF. Which Tesseract should handle.

$ tesseract TypewriterArt.tiff TypewriterArt
Tesseract Open Source OCR Engine v3.03 with Leptonica
Page 1 of 8
Page 2 of 8
Page 3 of 8

Another option is providing Tesseract with a text file containing the path/filename to each image in sequence:

p001.tiff
p002.tiff
p003.png

tesseract savedlist output


training

Box file editor: moshPyTT for Tesseract v.3.0

See more Tesseract add-on in https://github.com/tesseract-ocr/tesseract/wiki/AddOns

Artistic research

tumblr_nekvu9mCc01tif66co1_250.png

"Reverse OCR"


References