FreeOCR is a free Optical Character Recognition Software for Windows and supports scanning from most Twain scanners and can also open most scanned PDF's and multi page Tiff images as well as popular image file formats.
It is a beneficial tool to get the text from images or PDFs for free but unfortunately available for windows only. Why don't you port the same tool for Linux?
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