shivkanthbuddha / FacialLogin

Ability to Register a face and Login using Facial Recognition (Web camera)

FacialLogin

Ability to Register a face and recognize the face in future. All credits to https://thecodingtrain.com/ for the training and initial code base.Takes the mobileNet model and retrains with addtional images

Click for a DEMO

Features!

• Ability to Register a Face
• Ability to recognize an earlier trained face
• Download the model
• Ablity to original MobileNet and New Face

To build a Facial recognition system a new person comes registers himself post that the model should be able to recognize him in any future date

Tech

FacialLogin uses a number of open source projects to work properly:

• [Javascript]
• [Node js ]
• [tensorflow.js ]
• [ml5]

Installation

FacialLogin requires Node.js to run.

Install the dependencies and devDependencies and start the server.

$ npm install -g superstatic
$ superstatic -p 8000
# Traverse to http://localhost:8000

Happy Path

Want to contribute? Great!

• Traverse to http://localhost:8000 and make sure you are visible on the webcamera
• Provide the your name to register in the text box (label)
• Click on the "Add an Image" button for few times ( each click will take one photo)
• Click on "Register the face" ( it trains the model with all the images provides)
• The model should be able to recognize the face ( the label on the webcamera canvas)
• Click on the "Download model's delta"
• Note is does not download the complete model but only the delta i.e. details of the new face

Todos

• Seperate Register and Login into seperate pages
• Works only for one person now , extend to multiple persons