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--- |
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title: Facerec |
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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: 5.13.2 |
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app_file: app.py |
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pinned: false |
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tags: |
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- Computer Vision |
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- Image Classification |
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- Object Detection |
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- Image Segmentation |
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- Image-to-Text |
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- Image Feature Extraction |
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- Keypoint Detection |
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- Zero-Shot Object Detection |
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- Feature Extraction |
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- Face Recognition |
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- Identity Verification |
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- Image Processing |
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- Security |
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- Biometrics |
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- Deep Learning |
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- AI |
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- Machine Learning |
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- Neural Networks |
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- Image Recognition |
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- YOLO |
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- MediaPipe |
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- Face Detection |
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- Hand Tracking |
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- Eye Color Detection |
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- Blink Detection |
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--- |
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## 🚀 Features: |
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- **Face Detection & Recognition** (YOLO + FaceNet) |
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- **Anti-Spoofing** (Laplacian Variance) |
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- **Hand Tracking** (MediaPipe Hands) |
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- **Blink Detection** (MediaPipe FaceMesh) |
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- **Eye Color Detection** (Dominant Color Analysis) |
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- **Customizable Confidence Thresholds** |
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- **User Enrollment & Database Management** |
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## 🛠 Installation: |
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```bash |
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pip install -r requirements.txt |
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``` |
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## ▶️ Usage: |
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```bash |
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python app.py |
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``` |
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## 🖼 Upload Images: |
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The system only supports **image uploads** (no live video) for efficiency. |
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## 💡 Technologies Used: |
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- **Gradio** (UI) |
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- **YOLO** (Face Detection) |
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- **DeepSORT** (Face Tracking) |
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- **FaceNet** (Embedding & Recognition) |
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- **MediaPipe** (Hand & Face Analysis) |
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- **OpenCV** (Image Processing) |
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- **Torch** (Deep Learning) |
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## 🎯 Applications: |
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- **Identity Verification** |
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- **Biometric Security** |
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- **Real-Time Image Analysis** |
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- **User Authentication Systems** |
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- **Human-Computer Interaction** |
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