Extract data from Handwritten form with maximum accuracy

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#1

Hi,
I need to extract data from a Handwritten form. The problem is that i tried various OCRs but the accuracy of data extraction isn’t up to the mark. Only Google cloud vision OCR worked comparatively better. I tried various other methods like 'Handwriting extraction; in Google cloud vision activity and ‘Smart data extract’ activity but the methods weren’t optimal for the requirement. How can i solve this issue ?

#2

@Gopalakrishnan_K

Try to use some ML based OCR’s like Abbyy Flexicapture, Azure Form Recoginzer etc.,

Google Cloud vision OCR is a ML enabled OCR, so you are getting few results

We can’t expect accuracy from a normal OCR’s

OR

If you have good knowledge with ML algorithms then you can optimize building a ML model

Hope this helps you

Thanks

#3

@Srini84,
Which of the above would be recommendable?
Is these OCRs free?

#4

@Gopalakrishnan_K

Don’t expect free OCR’s will help with Handwriting forms

Its a paid services, you can try with Abbyy Flexicapture OR Google VISION or Azure Form recoginzer

and it is handwritten so we can’t expect 100% result unless image is very clear

Hope this helps you

thanks

#5

@Srini84,
Can i get a set of fields of a form or bank challan using Abbyy cloud OCR. Only complete text extraction is shown in Tutorial videos.

#6

@Gopalakrishnan_K

I don’t have much experience with Abbyy Cloud OCR

but check below post, It may helps you

Thanks

#7

@Srini84,
Fine.
Will UI path document OCR serve the purpose? I tried it as per the video Learn How to extract Handwritten information using UiPath Document Understanding using UiPath OCR - YouTube
But it shows an unknown error.