Docify

Deep Learning based Flask api to extract details from Indian ID cards like Aadhar Card, PAN Card and Driving Licence.

Tech

Docify uses a number of open source projects to work properly:

• Tesseract - Tesseract Open Source OCR Engine
• Text-Detection-CTPN - Text detection mainly based on ctpn model in tensorflow
• Python3.6 - duh

Installation

Install Linux Dependencies

$ sudo apt install cmake
$ sudo apt install tesseract-ocr
$ sudo apt install mongodb
$ sudo apt install libsm6 libxext6
$ sudo apt install supervisor
$ sudo systemctl start mongo

Download Tesseract Models [ENG+HIN+MAR]

https://github.com/tesseract-ocr/tessdata_best
https://github.com/BigPino67/Tesseract-MICR-OCR

Install Python-Dependencies

$ pip3 install opencv-python easydict flask face_recognition gunicorn tensorflow keras pytesseract dlib imutils opencv-contrib-python pymongo PyYAML scikit-image scikit-learn

Start Python Api

python3 server.py