README.md

FaceRecognition-JavaScript

Our facial recognition algorithm is globally top-ranked by NIST in the FRVT 1:1 leaderboards.

Latest NIST FRVT evaluation report 2024-12-20

🆔 ID Document Liveness Detection - Linux - Here

🤗 Hugging Face - Here

📚 Product & Resources - Here

🛟 Help Center - Here

💼 KYC Verification Demo - Here

🙋‍♀️ Docker Hub - Here

Overview

This repository demonstrates both face recognition technology developed by KBY-AI in JavaScript languages.

In this repository, we implemented our face recognition model through ONNX Runtim framework to run it on web browser.

◾FaceSDK(Mobile) Details

Basic	🔽 Standard	Premium
Face Detection	Face Detection	Face Detection
Face Liveness Detection	Face Liveness Detection	Face Liveness Detection
Pose Estimation	Pose Estimation	Pose Estimation
	Face Recognition	Face Recognition
		68 points Face Landmark Detection
		Face Quality Calculation
		Face Occlusion Detection
		Eye Closure Detection
		Age, Gender Estimation

◾FaceSDK(Mobile) Product List

No.	Repository	SDK Details
1	Face Liveness Detection - Android	Basic SDK
2	Face Liveness Detection - iOS	Basic SDK
3	Face Recognition + Face Liveness Detection - Android	Standard SDK
4	Face Recognition + Face Liveness Detection - iOS	Standard SDK
5	Face Recognition + Face Liveness Detection - Flutter	Standard SDK
6	Face Recognition + Face Liveness Detection - Ionic-Cordova	Standard SDK
7	Face Recognition + Face Liveness Detection - React-Native	Standard SDK
8	Face Attribute - Android	Premium SDK
9	Face Attribute - iOS	Premium SDK
10	Face Attribute - Flutter	Premium SDK

To get Face SDK(server), please visit products here.

Try the APK

Google Play

Performance Video

You can visit our YouTube video here to see how well our demo app works.

Support

• To request a SDK, please contact us:
  🧙Email: [email protected]
  🧙Telegram: @kbyai
  🧙WhatsApp: +19092802609
  🧙Discord: KBY-AI
  🧙Teams: KBY-AI
  

How To Run

• Install npm and node package and then check the version with the following commands.

npm --version
node --version

• Install dependencies

npm install

• Build project

npm run build

• Run project

npm run test

APIs

Load face detection model

loadDetectionModel()

Detect face against the image

detectFace(session, canvas_id)

Load face landmark extraction model

loadLandmarkModel()

Extract face landmark in the image using detection result

predictLandmark(session, canvas_id, bbox)

Load face liveness detection model

loadLivenessModel()

Detect face liveness in the image using detection result. (Anti-spoofing)

predictLiveness(session, canvas_id, bbox)

Load face expression model

loadExpressionModel()

Detect face expression

predictExpression(session, canvas_id, bbox)

Load face pose estimation model

loadPoseModel()

Predict facial pose

predictPose(session, canvas_id, bbox, question)

Load eye closeness model

loadEyeModel()

Predict eye closeness

predictEye(session, canvas_id, landmark)

Load gender detection model

loadGenderModel()

Predict gender using face image

predictGender(session, canvas_id, landmark)

Load age detection model

loadAgeModel()

Predict age using face image

predictAge(session, canvas_id, landmark)

Load face recognition model

loadFeatureModel()

Extract face feature vector in 512 dimension

extractFeature(session, canvas_id, landmarks)