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Cover image for Pose Recognition Signup/Login with tensorflow.js #machinelearning

Pose Recognition Signup/Login with tensorflow.js #machinelearning

kauresss profile image Kauress ・1 min read

This is the next project in sequence to:

  1. Simply Auth: Local plug 'n' play authentication API for devs
  2. Simply Auth Social: Social plug 'n' play authentication API for devs
  3. Sailor Moon Pose Recognition Signup/Login (upcoming..)

The most basic functionality of the app will be:

  1. Register with a sequence of 3 poses
  2. Confirm body poses
  3. Login with pose password

I decided to go with pose instead of gesture since I am also bootstrapping some VR stuff in Unity3d so thought it would be cool to have people login into VR apps with pose passwords.

Technologies being used:

  1. Frontend: Twitter Bootstrap4 & JavaScript
  2. Middleware: Express.js
  3. Database: MongoDB 4.Pose estimation & recognition: Tensorflow.js implementation using PoseNet

More about pose estimation here

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