https://github.com/faceplugin-ltd/facerecognition-livenessdetection-javascript
Face Recognition Javascript SDK using ONNX Runtime Web and OpenCV.js (Face Detection, Face Landmarks, Face Liveness, Face Pose, Face Expression, Eye Closeness, Age, Gender and Face Recognition)
https://github.com/faceplugin-ltd/facerecognition-livenessdetection-javascript
age-estimation angular eye-detection face-antispoofing face-detection face-expression face-landmark face-liveness face-pose face-recognition gender-detection onnxruntime react vue3
Last synced: 10 months ago
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Face Recognition Javascript SDK using ONNX Runtime Web and OpenCV.js (Face Detection, Face Landmarks, Face Liveness, Face Pose, Face Expression, Eye Closeness, Age, Gender and Face Recognition)
- Host: GitHub
- URL: https://github.com/faceplugin-ltd/facerecognition-livenessdetection-javascript
- Owner: Faceplugin-ltd
- License: mit
- Created: 2023-12-12T12:25:03.000Z (about 2 years ago)
- Default Branch: main
- Last Pushed: 2024-02-29T19:31:40.000Z (almost 2 years ago)
- Last Synced: 2024-08-10T23:23:49.200Z (over 1 year ago)
- Topics: age-estimation, angular, eye-detection, face-antispoofing, face-detection, face-expression, face-landmark, face-liveness, face-pose, face-recognition, gender-detection, onnxruntime, react, vue3
- Language: JavaScript
- Homepage: https://faceplugin.com/
- Size: 38.4 MB
- Stars: 23
- Watchers: 1
- Forks: 5
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# 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
```bash
npm install faceplugin
```
## Table of Contents
* **[Face Detection](#face-detection)**
* **[Face Landmark Extraction](#face-landmark-extraction)**
* **[Face Liveness Detection](#face-expression-detection)**
* **[Face Expression Detection](#face-expression-detection)**
* **[Face Pose Estimation](#face-pose-estimation)**
* **[Eye Closeness Detection](#eye-closeness-detection)**
* **[Gender Detection](#gender-detection)**
* **[Age Detection](#age-detection)**
* **[Face Feature Embedding](#face-recognition)**
## Examples
https://github.com/kby-ai/FaceRecognition-Javascript/assets/125717930/551b6964-0fef-4483-85a7-76792c0f3b56
* [Vue.js Demo](https://github.com/Faceplugin-ltd/FacePlugin-FaceRecognition-Vue)
* [React.js Demo](https://github.com/Faceplugin-ltd/FacePlugin-FaceRecognition-React)
## List of our Products
* **[FaceRecognition-LivenessDetection-Android](https://github.com/Faceplugin-ltd/FaceRecognition-Android)**
* **[FaceRecognition-LivenessDetection-iOS](https://github.com/Faceplugin-ltd/FaceRecognition-iOS)**
* **[FaceRecognition-LivenessDetection-Javascript](https://github.com/Faceplugin-ltd/FaceRecognition-LivenessDetection-Javascript)**
* **[FaceLivenessDetection-Android](https://github.com/Faceplugin-ltd/FaceLivenessDetection-Android)**
* **[FaceLivenessDetection-iOS](https://github.com/Faceplugin-ltd/FaceLivenessDetection-iOS)**
* **[FaceLivenessDetection-Linux](https://github.com/Faceplugin-ltd/FaceLivenessDetection-Linux)**
* **[FaceRecognition-LivenessDetection-React](https://github.com/Faceplugin-ltd/FaceRecognition-LivenessDetection-React)**
* **[FaceRecognition-LivenessDetection-Vue](https://github.com/Faceplugin-ltd/FaceRecognition-LivenessDetection-Vue)**
* **[Face Recognition SDK](https://github.com/Faceplugin-ltd/Face-Recognition-SDK)**
* **[Liveness Detection SDK](https://github.com/Faceplugin-ltd/Face-Liveness-Detection-SDK)**
* **[ID Card Recognition](https://github.com/Faceplugin-ltd/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
