A newer version of the Gradio SDK is available:
6.8.0
metadata
title: Twitter Sentiment Classifier
emoji: 🎭
colorFrom: purple
colorTo: pink
sdk: gradio
sdk_version: 4.44.0
app_file: app.py
pinned: false
Twitter Sentiment Classifier
Detect emotions in text using fine-tuned BERT model.
Features
- 6 emotion classes: Sadness, Joy, Love, Anger, Fear, Surprise
- 90% accuracy on test set
- Real-time predictions
- Simple and intuitive interface
Model
This space uses Aakash22134/bert-twitter-sentiment-classifier, a BERT model fine-tuned on emotion-labeled tweets.