Giter Club home page Giter Club logo

face_detect's Introduction

Face Detect

A Ruby gem for face detection in images. Also includes detection of facial features/landmarks. The backends are swappable.

While the intention is to support multiple adapters, the only one available for now is the Google Cloud Vision API.

Installation

Requires Ruby 2.x.

  1. Add this line to your application's Gemfile:

    gem 'face_detect'
    gem 'googleauth'
    gem 'google-api-client'
  2. Execute:

    bundle
  3. Create a JSON service account key.

Usage

  1. The JSON file that you downloaded contains your credentials. Set the full contents as an environment variable.

    export GOOGLE_CREDENTIALS_JSON=$(cat <credentials>.json)
  2. Add the following to your code:

    require 'face_detect'
    require 'face_detect/adapter/google'
    
    input = File.new('image.png')
    detector = FaceDetect.new(
      file: input,
      adapter: FaceDetect::Adapter::Google
    )
    results = detector.run
    results #=> [<FaceDetect::Face>, ...]
    face = results.first
    face.mouth_left.x #=> 225.06

face_detect's People

Contributors

afeld avatar

Watchers

James Cloos avatar  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.