metadata
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:
pip install -r requirements.txt
▶️ Usage:
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