openbharatocr is a Python library developed as open-source, designed specifically for optical character recognition (OCR) of Indian government documents.
The features of this package:
- It offers comprehensive support for the majority of Indian government documents, covering a wide range of document types.
pip install openbharatocr
Pan Card
This function takes the path of a PAN card image as input and returns its information in the form of a dictionary.
import openbharatocr
dict_output = openbharatocr.pan(image_path)
Aadhaar Card
The two functions accepts the file paths of the front and back images of an Aadhaar card as input and returns their corresponding information encapsulated in a dictionary.
import openbharatocr
dict_output = openbharatocr.front_aadhaar(image_path)
dict_output = openbharatocr.back_aadhaar(image_path)
Driving Licence
This function takes the path of a Driving Licence card image as input and returns its information in the form of a dictionary.
import openbharatocr
dict_output = openbharatocr.driving_licence(image_path)
Passport
This function takes the path of a Passport image as input and returns its information in the form of a dictionary.
import openbharatocr
dict_output = openbharatocr.passport(image_path)
VoterID
The two functions accepts the file paths of the front and back images of a voterID as input and returns their corresponding information encapsulated in a dictionary.
import openbharatocr
# Download YOLOv3 models from links(added below) and set local downloaded path to YOLO_CFG, YOLO_WEIGHT env variables
dict_output = openbharatocr.voter_id_front(image_path)
dict_output = openbharatocr.voter_id_back(image_path)
Some resources need to be downloaded and set the path in the variables.
- YOLO_CFG = https://drive.google.com/file/d/1SEst2lVoFDOgUVLZ5kje9GTb2tHRA8U-/view?usp=sharing
- YOLO_WEIGHT = https://drive.google.com/file/d/1cGGstycfogmO6O7ToB2DAEXOgTWVgINh/view?usp=drive_link
Vehicle Registration Card/Certificate
This function takes the path of a Vehicle Registration Card/Certificate image as an input and returns its information in the form of a dictionary.
import openbharatocr
dict_output = openbharatocr.vehicle_registration(image_path)
Water Bill
This function takes the path of a Water Bill image as an input and returns its information in the form of a dictionary.
import openbharatocr
dict_output = openbharatocr.water_bill(image_path)
We are so pleased to your help and help you. If you wanna develop openbharatocr, Congrats! If you have problem, don't worry, create an issue here:
https://github.com/essentiasoftserv/openbharatocr/issues
Note: Before committing your changes, run pre-commits
pre-commit run --all