Read text from document images

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.

[KALYAN ACHARJYA]

Can you share a sample image?

[Balkar Singh]

Image1.png is attached. Please find the attachment.

Answer 1

[Balkar Singh]

This is one of the image from the data set I am using. Thank you

[KALYAN ACHARJYA]

Please attach the image in comment section, not in Answer section.

[Balkar Singh]

ok sir