Thanks ShreeDevi for quick reply, I have tried that software but as you can 
see results are under 5% accuracy that's why I am going to train it 
targeting for old Sinhalese newspapers. The software you mentioned has been 
trained for several fonts and my target fonts are not among those.

Thanks Raffael for your quick reply, So do I have to train tesseract for 
preprocessd images not for raw one, am I right? Also I have 72dpi scanned 
copies can I upscale it to create training data? Will it work as expected? 
As you said I'll try it for similar font.

Thanks and Regards,
Ruwanka De Silva.

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