metadata
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
- Model: koyelog/face
📝 License
MIT License - Free to use and modify!