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Optical character recognition is an uphill battle for open source (NewsForge)

NewsForge looks at optical character recognition (OCR) software. " If you use Linux, or another free operating system, and need optical character recognition (OCR) software, be prepared for a challenge. OCR is a tricky problem on any computing platform -- both because it is conceptually hard, and because the task does not lend itself to simple, easy-to-use interfaces. OCR is the use of visual pattern matching to extract text from an image -- usually a scanned paper document, but it could be a digital photo, a frame of video, or a screenshot just as easily."
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