Urdu Textline OCR

It is a minimal version of my research project on Urdu OCR. This code can convert your urdu "textline" (check test.jpg) into urdu text.

Requirements:

opencv-python==4.2.0.34

tensorflow==1.15.2

install it via pip or just use $pip install -r requirements.txt

also install jupyter notebook, $pip install jupyter notebook

How to Run The Code:

This is the minimal or deployment code with the abstraction of Neural Network Graph. Simply run the cells of notebook, Or change the path of the image

About Neural Network:

I have copied the idea of Neural Netwrok from https://arxiv.org/abs/1507.05717

Network is trained on my Custom Dataset UATD https://github.com/HassamChundrigar/Urdu-Augmented-TextLines-Dataset