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---
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**
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