Open Source Face Recognition React SDK

Completely Free and Open Source Face recognition React SDK

Code

GitHub - Faceplugin-ltd/FaceRecognition-React: Face Recognition, Face Liveness Detection, Face Detection, Face Landmarks, Face Compare, Face Matching, Face Pose, Face Expression, Face Attributes, Face Templates Extraction, Face LandmarksGitHub

Overview

The world's 1st Completely Free and Open Source Face Recognition React SDK for developers to integrate face recognition and liveness detection capabilities into web frontend. Supports real-time, high-accuracy face recognition with deep learning models. This is on-premise face recognition SDK which means everything is processed in your browser and NO data leaves it. Please contact us if you need the SDK with higher accuracy.

How to Run

Install dependencies

npm i

Copy the pretrained weight files

node post-install.js

Execute the react app

npm start

APIs

• Face Detection

  loadDetectionModel()
  detectFace(session, canvas_id)

• Face Landmark Extraction

  loadLandmarkModel()
  predictLandmark(session, canvas_id, bbox)

• Face Liveness Detection

  loadDetectionModel()
  detectFace(session, canvas_id)

• Face Expression Detection

  loadExpressionModel()
  predictExpression(session, canvas_id, bbox)

• Face Pose Estimation

  loadPoseModel()
  predictPose(session, canvas_id, bbox, question)

• Eye Closeness Detection

  loadEyeModel()
  predictEye(session, canvas_id, landmark)

• Gender Detection

  loadGenderModel()
  predictGender(session, canvas_id, landmark)

• Age Estimation

  loadAgeModel()
  predictAge(session, canvas_id, landmark)

• Face Recognition

  loadFeatureModel()
  extractFeature(session, canvas_id, landmarks)