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--- |
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title: AI Emotion Detector |
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emoji: 🎭 |
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colorFrom: purple |
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colorTo: pink |
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sdk: gradio |
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sdk_version: 4.44.0 |
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app_file: app.py |
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pinned: false |
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license: mit |
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--- |
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# 🎭 AI Emotion Detector |
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Real-time facial emotion detection using state-of-the-art Vision Transformer! |
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## 🚀 Features |
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- 📹 **Live Webcam Detection** - Capture and analyze emotions in real-time |
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- 🖼️ **Image Upload** - Drag & drop or upload any face image |
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- 🎯 **High Accuracy** - 98.80% validation accuracy |
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- 🎨 **Beautiful UI** - Animated results with confidence scores |
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- 7️⃣ **7 Emotions** - Angry, Disgust, Fear, Happy, Sad, Surprise, Neutral |
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## 📊 Model Details |
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- **Model ID**: `koyelog/face` |
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- **Architecture**: Vision Transformer (ViT) |
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- **Parameters**: 85.8 Million |
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- **Training Dataset**: 181,230 images |
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- **Training Accuracy**: 99.29% |
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- **Validation Accuracy**: 98.80% |
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- **License**: MIT |
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## 🎭 Supported Emotions |
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| Emotion | Emoji | Color | |
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|---------|-------|-------| |
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| Angry | 😠 | Red | |
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| Disgust | 🤢 | Green | |
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| Fear | 😨 | Purple | |
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| Happy | 😊 | Yellow | |
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| Sad | 😢 | Blue | |
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| Surprise | 😲 | Magenta | |
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| Neutral | 😐 | Gray | |
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## 💡 Usage Tips |
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For best results: |
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- ✅ Use front-facing photos |
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- ✅ Ensure good lighting |
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- ✅ Single face per image |
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- ✅ Clear facial expressions |
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## 👩💻 Created By |
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**Koyeliya Ghosh** |
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- HuggingFace: [@koyelog](https://huggingface.co/koyelog) |
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- Model: [koyelog/face](https://huggingface.co/koyelog/face) |
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## 📝 License |
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MIT License - Free to use and modify! |
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