This is a text classifier model for emotion detection in text with a streamlit app for it. This application is deployed using heroku.
Streamlit is a framework for machine learning and data science and it is an open source,as we know most of the developers use python for ML and Data science and one of the library in python used for this technology is streamlit.
This appplication takes in text as input and generates the emotion correspondingly. It has variety of emotions like joy, sad, fear, suprise etc. A ml model is trained and stored in form of a pickle file which is then used as input to app.py file to classify the emotions based on the text we input.
- streamlit
- altair
- plotly
- joblib
- sklearn
