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A browser extension to accurately detect and hide hateful/offensive content in web pages

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Jaiganesh-MK/Online-hate-detection

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Chrome Extension

-Hides inappropriate/offensive content in the web pages

Main algo/model/idea

-Random Forest

Tech stack

  • Python
  • NLP
  • JavaScript, HTML

Installation

  • Create a virtual environment in root project directory - virtualenv env
  • Activate the env - source env/bin/activate -
  • Install dependencies - pip install -r requirements.txt ...
  • Run export FLASK_APP=app.py in terminal
  • Run flask run
  • In Chrome run chrome://extensions/
  • Turn Developer Mode On
  • Click Load Unpacked and navigate to the folder containing the extension

Known issues

  • Classifier needs more data
  • Takes time to hide the text

TODO

  • improve the classifier
  • make the response faster

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A browser extension to accurately detect and hide hateful/offensive content in web pages

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