---
title: AI Emotion Detector
emoji: 🎭
colorFrom: purple
colorTo: pink
sdk: gradio
sdk_version: 4.44.0
app_file: app.py
pinned: false
license: mit
---

# 🎭 AI Emotion Detector

Real-time facial emotion detection using state-of-the-art Vision Transformer!

## 🚀 Features

- 📹 **Live Webcam Detection** - Capture and analyze emotions in real-time
- 🖼️ **Image Upload** - Drag & drop or upload any face image
- 🎯 **High Accuracy** - 98.80% validation accuracy
- 🎨 **Beautiful UI** - Animated results with confidence scores
- 7️⃣ **7 Emotions** - Angry, Disgust, Fear, Happy, Sad, Surprise, Neutral

## 📊 Model Details

- **Model ID**: `koyelog/face`
- **Architecture**: Vision Transformer (ViT)
- **Parameters**: 85.8 Million
- **Training Dataset**: 181,230 images
- **Training Accuracy**: 99.29%
- **Validation Accuracy**: 98.80%
- **License**: MIT

## 🎭 Supported Emotions

| Emotion | Emoji | Color |
|---------|-------|-------|
| Angry | 😠 | Red |
| Disgust | 🤢 | Green |
| Fear | 😨 | Purple |
| Happy | 😊 | Yellow |
| Sad | 😢 | Blue |
| Surprise | 😲 | Magenta |
| Neutral | 😐 | Gray |

## 💡 Usage Tips

For best results:
- ✅ Use front-facing photos
- ✅ Ensure good lighting
- ✅ Single face per image
- ✅ Clear facial expressions

## 👩‍💻 Created By

**Koyeliya Ghosh**
- HuggingFace: [@koyelog](https://huggingface.co/koyelog)
- Model: [koyelog/face](https://huggingface.co/koyelog/face)

## 📝 License

MIT License - Free to use and modify!