README.md

---
title: AggDetectApp -- Detect Aggression and Misogyny
colorFrom: black
colorTo: blue
sdk: gradio
app_file: app.py
pinned: false
---

# Agression and Misogyny Detection App

<!-- Intro and about the project -->

This app detects presence of Aggression and Misogyny in online social media texts. Try it out [here](https://huggingface.co/spaces/sdutta28/AggDetectApp)

## Technologies Used

<!-- Tech stack, libraries etc -->

`Python, Transformers, XgBoost, Scikit-Learn`

## Workflow

<!-- In some detail of how this works -->

- A text is given to the app
- It predicts aggression and misogyny in the application

## Results

### Aggression Detection Results

| Metric   | Score |
| -------- | ----- |
| F1 Score | 0.735 |

### Misogyny Detection Results

| Metric   | Score |
| -------- | ----- |
| F1 Score | 0.852 |

## How to Run

<!-- Installation and Running Steps -->

- Clone the repo
- Install python requirements using `$ pip install -r requirements.txt`
- Run the server using `$ python main.py`

## Additional Links

<!-- Kaggle model training links -->

- [[PDF] Paper published at ICON 2021](https://aclanthology.org/2021.icon-main.60.pdf)