Preprocessing often helps, but tesseract does binarization internally.
Please look at the FAQ for size requirements.

On Wednesday, March 13, 2013, Attila Somogyi wrote:

> Hi! Does Tess need any kind of preprocessing on the image? Would that
> increase the recognition success? Also I would like to ask if there is a
> favourable image size or image format?
> Any help is appreciated.
>
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