C++ Server for face recognition

Build status

Project Description

This server allows you to send and receive request for face recognition on any kind of camera resolution.

Supported Features

• Face Detection - Working 👍

• Face Recognition - Under development 👎

• Face Anti-Spoofing - Under development 👎

Messages Framework:

The base message class was created on top of these 3 fields:

| code (1 byte) | payload size (4 bytes)| payload |

The application works with 4 main messages:

• Face Detection Request
  • Payload: [any resolution image]
• Face Detection Response
  • Payload: [set of faces bouding boxes]
• Face Recognition Request
  • Payload: [any resolution image | bounding boxes];
• Face Recognition Response:
  • Payload: [set of descriptors]

For more details @see

Enviroment Setup

Dependencies

• C++17
• Boost Library 1.65+
• OpenCV 4.5.4+

Ubuntu 18.04+

On ubuntu 18.04+ run the following command lines:

Installing dependencies - Part 1

sudo apt-get update
sudo apt-get install -y git
sudo apt-get install -y cmake
sudo apt-get install -y build-essential
sudo apt-get install -y libboost-dev
sudo apt-get install -y libboost-system-dev
sudo apt-get install -y libboost-date-time-dev

Installing dependencies - Part 2 (OpenCV) (if ubuntu < 22.04)

mkdir ~/Libraries
cd ~/Libraries
git clone https://github.com/opencv/opencv.git
cd opencv
mkdir build
cd build
cmake ..
cmake --build .
sudo cmake --install .

Installing dependencies - Part 2 (OpenCV) (if ubuntu >= 22.04)

sudo apt-get install libopencv-dev

Build from souce

git clone https://github.com/y9luiz/FaceRecognitionServer.git
cd  FaceRecognitionServer
mkdir build
cd build
cmake ..
cmake --build .

Windows

For windows you need download cmake and boost from source or use chocolatey

Installing dependencies via chocolatey

You have to install Microsoft Visual Studio first with C++ Development support

choco install choco install boost-msvc-14.1 -y
choco install cmake -y

Build from souce

git clone https://github.com/y9luiz/FaceRecognitionServer.git
cd  FaceRecognitionServer
mkdir build
cd build
cmake ..
cmake --build .