Face Recognition

This repository contains code and resources for performing face recognition tasks using various algorithms and models.

Features

• Face detection: Detecting faces in images or video streams.
• Face alignment: Aligning faces to a standardized pose for accurate recognition.
• Face recognition: Recognizing and identifying individuals based on their faces.

Installation

1. Clone the repository:

   git https://github.com/Rayhchs/Face-recognition.git
   cd Face-recognition

2. Download rest libraries

• sqlite3

  sudo apt install sqlite3
  sudo apt install libsqlite3-dev

• yaml-cpp

see https://github.com/jbeder/yaml-cpp for more

Usage

make create_folder
make
./main

• press 'r' to register a face
• press 'i' to identify a face from database
• press 'q' to quit

Models

• Detection model, ./models/Det.tflite is Blazeface which is converted from pretrain model of blazeface.
• Recognition model, ./models/Rec.tflite is MobileFaceNet converted from pretrain model of FaceX-zoo.

Recognition model can be changed to any kind of tflite model. However, Detection model cannot.

Acknowledge

Code and model heavily borrows from zineos_blazeface and FaceX-zoo. Thanks for the excellent work!