Faceplugin-ltd / FaceRecognition-LivenessDetection-Javascript

Face Recognition SDK Javascript using ONNX Runtime Web and OpenCV.js (Face Detection, Face Landmarks, Face Liveness, Face Pose, Face Expression, Eye Closeness, Age, Gender and Face Recognition)

Face Recognition SDK Javascript - Fully On Premise

Overview

Experience the epitome of speed and fairness with our face recognition model Top-ranked on NIST FRVT, coupled with an advanced iBeta level 2 liveness detection engine that effectively safeguards against printed photos, video replay, 3D masks, and deepfake threats, ensuring top-tier security.
This is on-premise SDK which means everything is processed on the browser and NO data leaves the device

Installation

npm install faceplugin

Table of Contents

• Face Detection
• Face Landmark Extraction
• Face Liveness Detection
• Face Expression Detection
• Face Pose Estimation
• Eye Closeness Detection
• Gender Detection
• Age Detection
• Face Feature Embedding

Examples

demo_202383011309.mp4

• Vue.js Demo
• React.js Demo

List of our Products

• FaceRecognition-LivenessDetection-Android
• FaceRecognition-LivenessDetection-iOS
• FaceRecognition-LivenessDetection-Javascript
• FaceLivenessDetection-Android
• FaceLivenessDetection-iOS
• FaceLivenessDetection-Linux
• FaceRecognition-LivenessDetection-React
• FaceRecognition-LivenessDetection-Vue
• Face Recognition SDK
• Liveness Detection SDK
• ID Card Recognition

Documentation

Here are some useful documentation

Face Detection

Load detection model

loadDetectionModel()

Detect face in the image

detectFace(session, canvas_id)

Face Landmark Extraction

Load landmark extraction model

loadLandmarkModel()

Extract face landmark in the image using detection result

predictLandmark(session, canvas_id, bbox)

Face Liveness Detection

Load liveness detection model

loadLivenessModel()

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

predictLiveness(session, canvas_id, bbox)

Face Expression Detection

Load expression detection model

loadExpressionModel()

Detect face expression

predictExpression(session, canvas_id, bbox)

Face Pose Estimation

Load pose estimation model

loadPoseModel()

Predict facial pose

predictPose(session, canvas_id, bbox, question)

Eye Closeness Detection

Load eye closeness model

loadEyeModel()

Predict eye closeness

predictEye(session, canvas_id, landmark)

Gender Detection

Load gender detection model

loadGenderModel()

Predict gender using face image

predictGender(session, canvas_id, landmark)

Age Detection

Load age detection model

loadAgeModel()

Predict age using face image

predictAge(session, canvas_id, landmark)

Face Recognition

Load feature extraction model

loadFeatureModel()

Extract face feature vector in 512 dimension

extractFeature(session, canvas_id, landmarks)

Contact

If you want to get better model, please contact us