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The process is called optical character recognition (OCR). You can find various tools that are able to do that, even freeware. Some of them are provided together with scanners.

A number of services are also available online to help you convert images from images to text. One example is Ricoh Innovation's beta software available at: http://beta.rii.ricoh.com/betalabs/content/document-conversion

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Q: How can you Convert your Image Files to Text Files?
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