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---
title: Emotion Classifier
emoji: 🎭
colorFrom: blue
colorTo: purple
sdk: gradio
sdk_version: 5.49.0
app_file: app.py
pinned: false
license: mit
short_description: Emotion classifier by DistilBERT.
---
# Emotion Classification App
This is a Gradio web app for classifying emotions in text using the `S-4-G-4-R/distilbert-base-uncased-finetuned-emotion` model.
## Features
- 📝 Analyze text for emotional content
- 📊 Interactive visualization of emotion probabilities
- 💡 Example texts to try
- 🎨 User-friendly interface
## Model
The app uses a fine-tuned DistilBERT model specifically trained for emotion classification.
## Usage
Simply enter any text and click "Classify Emotion" to see the emotional analysis with probability scores for different emotions.
## Examples
Try these sample texts:
- "I was feeling very alone today walking down on road"
- "I am so happy and excited about this new opportunity!"
- "This makes me really angry and frustrated."
---
Built with Gradio and Transformers 🤗 |