This WebApp was made in Flask for my Thesis project. In this project I trained an LSTM and a CNN model on social media data that was scraped of twitter.
The model was trained to classify 4 Emotions
- Anger
- Fear
- Happiness
- Sadness
The models were trained on 300 epochs and the results were as follows.
Some Screenshots of the WebApp
Main Window
CNN Prediction
LSTM Prediction
Requirements
- Keras
- Tensorflow2
- Flask