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OSX:

brew install imagemagick
brew install tesseract --all-languages

Debian/Ubuntu:

apt-get install imagemagick tesseract\*

Sample Usage:

   convert input image to grayscale using imagemagik

convert input.png -colorspace Gray output.tif

    decode with tesseract

tesseract output.tif result; cat result.txt