Giter VIP home page Giter VIP logo

face_recognition-1's Introduction

Face Recognition

Face recognition with Python3 using OpenSource library face_recognition

A simple goto Face Recognition

demo

Pre Requirements

It accepts both images and videos for training. So you can just:

  • Create directory and put all images and video belonging to a particular person

  • Rename directory to the respective person name

  • Repeat with the remaining people

  • Note:

    • An image or a video should contain only the face of the respective person
    • Optional: Move all directories with images to data/raw_data/

Using Face Recognition

Install dependencies

# install cmake
sudo apt-get install build-essential cmake pkg-config

# Install requirements. Dlib installation will take time (Building from src).
sudo pip3 install -r requirements.txt 

Now Prepare Data (without GPU it took me 20 min to encode 3000 images)

# if all directories with images has been moved to data/raw_data/
python3 prepare_data.py

# Otherwise
python3 prepare_data.py -p PATH_TO_DATA_DIRECTORIES 

Once completed. We can start testing

# face_recognition using image
python3 predict_face.py -i IMAGE_PATH

# face_recognition using video
python3 predict_face.py -v VIDEO_PATH

Credits

ageitgey

face_recognition-1's People

Contributors

bendangnuksung avatar

Watchers

 avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.