Hi there, currently im using tesseract ocr to convert receipt image to 
text. Tesseract is very suitable for your purpose.
There a lot of ways to improve the accuracy, you can refer to this link Improve 
Quality <https://github.com/tesseract-ocr/tesseract/wiki/ImproveQuality> which 
is really really really usefull. :-)

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