kby-face - npm explorer

How it works

Installation

bash

npm install kby-face







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



https://user-images.githubusercontent.com/82228271/187199680-208c7995-21b1-48d7-8758-3977452ff955.mp4





* Vue.js Demo

* React.js Demo



[Please subscribe on Youtube channel]



Documentation



Here are some useful documentation





$3

Load detection model



loadDetectionModel()



Detect face in the image



detectFace(session, canvas_id)







$3

Load landmark extraction model



loadLandmarkModel()



Extract face landmark in the image using detection result



predictLandmark(session, canvas_id, bbox)







$3

Load liveness detection model



loadLivenessModel()



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



predictLiveness(session, canvas_id, bbox)







$3

Load expression detection model



loadExpressionModel()



Detect face expression



predictExpression(session, canvas_id, bbox)







$3

Load pose estimation model



loadPoseModel()



Predict facial pose



predictPose(session, canvas_id, bbox, question)







$3

Load eye closeness model



loadEyeModel()



Predict eye closeness



predictEye(session, canvas_id, landmark)







$3

Load gender detection model



loadGenderModel()



Predict gender using face image



predictGender(session, canvas_id, landmark)







$3

Load age detection model



loadAgeModel()



Predict age using face image



predictAge(session, canvas_id, landmark)







$3

Load feature extraction model



loadFeatureModel()



Extract face feature vector in 512 dimension



extractFeature(session, canvas_id, landmarks)

How it works

Installation

bash

npm install kby-face







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



https://user-images.githubusercontent.com/82228271/187199680-208c7995-21b1-48d7-8758-3977452ff955.mp4





* Vue.js Demo

* React.js Demo



[Please subscribe on Youtube channel]



Documentation



Here are some useful documentation





$3

Load detection model



loadDetectionModel()



Detect face in the image



detectFace(session, canvas_id)







$3

Load landmark extraction model



loadLandmarkModel()



Extract face landmark in the image using detection result



predictLandmark(session, canvas_id, bbox)







$3

Load liveness detection model



loadLivenessModel()



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



predictLiveness(session, canvas_id, bbox)







$3

Load expression detection model



loadExpressionModel()



Detect face expression



predictExpression(session, canvas_id, bbox)







$3

Load pose estimation model



loadPoseModel()



Predict facial pose



predictPose(session, canvas_id, bbox, question)







$3

Load eye closeness model



loadEyeModel()



Predict eye closeness



predictEye(session, canvas_id, landmark)







$3

Load gender detection model



loadGenderModel()



Predict gender using face image



predictGender(session, canvas_id, landmark)







$3

Load age detection model



loadAgeModel()



Predict age using face image



predictAge(session, canvas_id, landmark)







$3

Load feature extraction model



loadFeatureModel()



Extract face feature vector in 512 dimension



extractFeature(session, canvas_id, landmarks)