A simple authentication page with face recognition and face verification built with ReactJS and Face-api.js.
- 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 Wilddataset. - Evaluation of false positive and false negative matching.
- Encryption/decryption of biometric data.
- NODE.JS (tested on v14.19.3)
- NPM
- MongoDB
git clone git@github.com:albertovalerio/face-recognition-auth-reactjs.gitInstall frontend dependencies
cd ~/path/to/your/face-recognition-auth-reactjs/frontend_appnpm installnpm startInstall backend dependencies
cd ~/path/to/your/face-recognition-auth-reactjs/backend_appnpm installnpm run devConfigure .env file
cp .env.example .envAPI_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)Distributed under the MIT License. See LICENSE.txt for more information.