albertovalerio / face-recognition-auth-reactjs

A simple authentication web page with face recognition and face verification.

face-recognition-auth-reactjs

A simple authentication page with face recognition and face verification built with ReactJS and Face-api.js.

Demo

• https://demo-mmsa2022.albertovalerio.com/

Features

• Face recognition and verification (Login/Register)
• Similarity Test Widget
• Matching Test Widget

Minor features:

• Comparison between different pre-trained neural networks.
• Computation of Euclidean distance and Manhattan distance on Labeled Faces in the Wild dataset.
• Evaluation of false positive and false negative matching.
• Encryption/decryption of biometric data.

System Requirements

• NODE.JS (tested on v14.19.3)
• NPM
• MongoDB

Installation

git clone [e-mail]:albertovalerio/face-recognition-auth-reactjs.git

Install frontend dependencies

cd ~/path/to/your/face-recognition-auth-reactjs/frontend_app

npm install

npm start

Install backend dependencies

cd ~/path/to/your/face-recognition-auth-reactjs/backend_app

npm install

npm run dev

Configure .env file

cp .env.example .env

API_PORT=3001
FRONTEND_URL='http://localhost:3000'
MONGO_URI='mongodb+srv://<USERNAME>:<PASSWORD>@cluster0.bckok.mongodb.net/<DATABASE_NAME>?retryWrites=true&w=majority'
TOKEN_KEY='...' (used by JWT, recommended 50/60 chars)
PRIVATE_KEY='...' (used by Bcrypt, must be of 32 chars)

Contact

My name is Alberto G. Valerio and this project has been realized by me as university laboratory activity for the exam in Models and Methods for Application Security, Master Degree in Computer Science, curriculum studies in Artificial Intelligence at University of Bari "Aldo Moro", Italy.

My email - [e-mail]

My website: https://albertovalerio.com

Acknowledgments

• @reactjs
• @redux_toolkit
• @mongodb
• @faceapi.js

License

Distributed under the MIT License. See LICENSE.txt for more information.