Hate-Speech-Detection

• Problem Statement
• Libraries Used
• Setup
• Contributors

Hate Speech detection using Machine Learning

Problem Statement

Problem Statement - Hate Speech are a words, actions which is prohibited because it leads to acts that trigger violence attitude towards other individuals or groups. So in this project we are detecting such hate speech words and try to find it and prohibit such words from being lead to violence. We have also deployed the model Using Flask.

Libraries Used

• pandas
• numpy
• matplotlib
• sklearn
• Flask

Setup

1) clone the repository to your localmachine
git clone https://github.com/shubham5351/Hate-Speech-Detection.git

2) go to the proper directory of cloned repo and Run app.py
python app.py

3) Visit the localhost:8000 or the link provided to see your application running.This is the screen after running successfully.
</img>

4) Please Enter the Review for which you want to detect whether it is hatespeech review.
</img>

5) After Entering the Review It will predict whether the Review was Hatespeech or Not.
</img>

Contributors

• Ayush Modi - ML Modeling & Analysis Part
• Shubham Pawar - Frontend & Deployment Part