You may consider using the old versions of eng.traineddata file, one of 
which is only 3MB.

https://sourceforge.net/projects/tesseract-ocr-alt/files/

On Sunday, September 11, 2016 at 7:02:54 AM UTC-5, Brais Gabín Moreira 
wrote:
>
> I'm using tesseract to recognice some screenshots. I'm building this in an 
> Android app so ~20MB of traineddata is a lot of weight. I know the font in 
> those screenshots.
>
> How can I reproduce the steps to generate the eng.traineddata? I want to 
> use the same data: text, dictionary, patterns, etc. Once I have that, I'll 
> strip out all the "useless" fonts and add the one I want.
>

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