---

title: Facerec
emoji: 📚
colorFrom: purple
colorTo: pink
sdk: gradio
sdk_version: 5.13.2
app_file: app.py
pinned: false

tags:
  - Computer Vision
  - Image Classification
  - Object Detection
  - Image Segmentation
  - Image-to-Text
  - Image Feature Extraction
  - Keypoint Detection
  - Zero-Shot Object Detection
  - Feature Extraction
  - Face Recognition
  - Identity Verification
  - Image Processing
  - Security
  - Biometrics
  - Deep Learning
  - AI
  - Machine Learning
  - Neural Networks
  - Image Recognition
  - YOLO
  - MediaPipe
  - Face Detection
  - Hand Tracking
  - Eye Color Detection
  - Blink Detection

---

## 🚀 Features:
- **Face Detection & Recognition** (YOLO + FaceNet)
- **Anti-Spoofing** (Laplacian Variance)
- **Hand Tracking** (MediaPipe Hands)
- **Blink Detection** (MediaPipe FaceMesh)
- **Eye Color Detection** (Dominant Color Analysis)
- **Customizable Confidence Thresholds**
- **User Enrollment & Database Management**

## 🛠 Installation:
```bash
pip install -r requirements.txt
```

## ▶️ Usage:
```bash
python app.py
```

## 🖼 Upload Images:
The system only supports **image uploads** (no live video) for efficiency.

## 💡 Technologies Used:
- **Gradio** (UI)
- **YOLO** (Face Detection)
- **DeepSORT** (Face Tracking)
- **FaceNet** (Embedding & Recognition)
- **MediaPipe** (Hand & Face Analysis)
- **OpenCV** (Image Processing)
- **Torch** (Deep Learning)

## 🎯 Applications:
- **Identity Verification**
- **Biometric Security**
- **Real-Time Image Analysis**
- **User Authentication Systems**
- **Human-Computer Interaction**