Face Recognition Project

Overview

A machine learning project for detecting and recognizing human faces in images and video streams.

Features

• Real-time face detection
• Face recognition and identification
• Multi-face tracking
• Confidence scoring

Tech Stack

• Python 3.x
• OpenCV
• Face recognition library
• NumPy

Getting Started

Installation

pip install opencv-python face-recognition numpy

Usage

import face_recognition
import cv2

# Load image
image = face_recognition.load_image_file("photo.jpg")
face_encodings = face_recognition.face_encodings(image)

Project Structure

face-recognition/
├── src/
├── models/
├── data/
├── tests/
└── README.md

Results

Document accuracy metrics and performance benchmarks here.

Future Improvements

• GPU acceleration
• Mobile deployment
• Improved privacy handling