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Handwritten-and-Printed-Text-Classification-in-Doctors-Prescription

Localization of Handwritten and Printed Text in doctors' prescription. It consists of two stages, first retrival of possible Text Regions in the prescriptions overcoming the challenges like lines, dotted lines and tables and finally classification of them using Machine Learning.

To run the GUI

First install the utilities:

$ sudo add-apt-repository main
$ sudo apt-get install python3.6
$ sudo apt-get install python3-tk
$ sudo apt-get install python3-pil python3-pil.imagetk
$ pip install -r requirements.txt
$ pip install pickle-mixin
$ pip install pdbpp

Then run the script

$ python3 tkinteropen.py
Keep the data.joblib in the same directory with the tkinteropen.py

Here is an example.

INPUT IMAGE:

alt text

GUI SNAPSHOT

alt text

OUTPUT IMAGE:

alt text

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Localization of Handwritten and Printed Text in doctors' prescription

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  • Python 100.0%