Read text from document images

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I am reading text from a document image by using OCR function but some is coming in the numeric form and some like ^ ! etc. What is the exact method to read a text from a document image.
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Balkar Singh
Balkar Singh on 5 Sep 2021
Image1.png is attached. Please find the attachment.

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Balkar Singh
Balkar Singh on 12 Apr 2020
This is one of the image from the data set I am using. Thank you
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