วันพุธที่ 22 สิงหาคม พ.ศ. 2561

Raspberry pi Face Recognition






Raspberry pi Face Recognition with OpenCV

Built using dlib's state-of-the-art face recognition built with deep learning. The model has an accuracy of 99.38%

Hardware

  • Raspberry Pi 3B Board with SD card and accessories.

Software and Library

  • Raspbien Stretch OS
  • OpenCV 3.3.0
  • Python 3.x
  • dlib library 19.x


First You must install openCV on your raspberry pi.
If you don't have it see this 


Update and Libraries

sudo apt-get update
sudo apt-get upgrade
sudo apt-get install build-essential \
    cmake \
    gfortran \
    git \
    wget \
    curl \
    graphicsmagick \
    libgraphicsmagick1-dev \
    libatlas-dev \
    libavcodec-dev \
    libavformat-dev \
    libboost-all-dev \
    libgtk2.0-dev \
    libjpeg-dev \
    liblapack-dev \
    libswscale-dev \
    pkg-config \
    python3-dev \
    python3-numpy \
    python3-pip \
    zip
sudo apt-get clean


Install Dlib

Before Install dlib. 
Temporary enable a larger swap file size ( For the dlib compile won't fail )


sudo nano /etc/dphys-swapfile

< change CONF_SWAPSIZE=100 to CONF_SWAPSIZE=1024 and save / exit nano >

sudo /etc/init.d/dphys-swapfile restart



Now Install Dlib

git clone https://github.com/davisking/dlib.git

cd dlib


sudo python3 setup.py install --compiler-flags "-mfpu=neon"


Install Face Recognition



sudo pip3 install face_recognition



Reference
https://github.com/ageitgey/face_recognition

http://dlib.net/


My Website

email : info@softpowergroup.net  ,amphancm@gmail.com  Tel .+6681-6452400


Android and Arduino IoT

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