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title: AggDetectApp -- Detect Aggression and Misogyny
colorFrom: black
colorTo: blue
sdk: gradio
app_file: app.py
pinned: false
Agression and Misogyny Detection App
This app detects presence of Aggression and Misogyny in online social media texts. Try it out here
Technologies Used
Python, Transformers, XgBoost, Scikit-Learn
Workflow
- 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
- Clone the repo
- Install python requirements using
$ pip install -r requirements.txt - Run the server using
$ python main.py