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All Projects → dilippuri → PAN-Card-OCR

dilippuri / PAN-Card-OCR

Licence: MIT license
Retrive meaningful information from PAN Card image using tesseract-ocr 😎

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python
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Labels

ocroptical-character-recognitionaadharpan-card

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✨ This document for OCR ✨

PAN Card to JSON

Problem:

Extract information from image of Personal Account Number(PAN) Card
by OCR in proper format[Standard according Indian Govt.].
	Information like - 
				Name, Father's Name, Date of Birth, PAN

Solution:

Steps:
	-> Take image
	-> crop to box(which has text in it)
	-> convert into gray scale(mono crome)
	-> give to tesseract
	-> text(output of tesseract)
Now we will process this text means we will get meaningful information from it.
	-> find name using name database
	-> find father's name(assuming that second will be father's name)
	-> find year of birth
	-> find for PAN

Dependent packages

-python
-opencv
-numpy
-pytesseract
-JSON
-difflib
-csv
-PIL
-SciPy
-dataparser

Structure and Usage

Directories:
	src-
		which contains code files		
	testcases-
		which contains testing images
	result
		it contains JSON object
		
Usage:
	python file_name.py [input image]
	Output will be JSON object name

💯

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