koyelog/face

🎭 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!