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visionary's Introduction

PokerFace

Take a selfie and the app will recognize you next time.

Design

There is an Android app and a backend server.

The app detects the face and the server recognizes it.

Android

built with Kotlin, Retrofit, Rx, Picasso and MLkit (Firebase ML Vision)

Minimum SDK 19, Android 4.4 Kitkat

Backend API

https://poker-face-api.herokuapp.com

  • python backend built on Flask framework and face_recognition library (built on dlib)

https://github.com/ageitgey/face_recognition

http://dlib.net

endpoints

/meet

  • accepts a photo and name, returns the status as json response

/predict

  • accepts a photo and returns a name guess and status

build and deploy

  • the server app runs in a Docker container,

  • runtime is python 3.6 and gunicorn WSGI server

  • the docker image is deployed to a heroku via

  • heroku container:login

  • heroku container:push web

  • heroku container:release web

  • container docs

Theory

the great article

Developed by Selim Öztürk & Ege Alpay during Commencis Internship Program 2018

visionary's People

Contributors

egealpay1 avatar egealpay avatar

Watchers

James Cloos avatar

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