@projectleannation/face-detection NPM

@projectleannation/face-detection

Unofficial Capacitor plugin for ML Kit Face Detection.^1

Installation

npm install @projectleannation/face-detection
npx cap sync

Android

You need to add the following meta data in the application tag in your AndroidManifest.xml:

<meta-data android:name="com.google.mlkit.vision.DEPENDENCIES" android:value="face"/>
<!-- To use multiple models: android:value="face,model2,model3" -->

Variables

This plugin will use the following project variables (defined in your app’s variables.gradle file):

$mlkitFaceDetectionVersion version of com.google.mlkit:face-detection (default: 16.1.5)
$playServicesMlkitFaceDetectionVersion version of com.google.android.gms:play-services-mlkit-face-detection (default: 17.1.0)

Configuration

No configuration required for this plugin.

Demo

A working example can be found here: robingenz/capacitor-mlkit-plugin-demo

Usage

import {
  FaceDetection,
  PerformanceMode,
  LandmarkMode,
  ContourMode,
  ClassificationMode,
} from '@projectleannation/face-detection';

const processImage = async () => {
  await FaceDetection.processImage({
    path: 'path/to/image.jpg',
    performanceMode: PerformanceMode.Fast,
    landmarkMode: LandmarkMode.All,
    contourMode: ContourMode.All,
    classificationMode: ClassificationMode.All,
    minFaceSize: 0.1,
    enableTracking: false,
  });
};

API

processImage(...)

processImage(options: ProcessImageOptions) => Promise<ProcessImageResult>

Detects human faces from the supplied image.

Only available on Android and iOS.

Param	Type
`options`	ProcessImageOptions

Returns: Promise<ProcessImageResult>

Since: 5.1.0

Interfaces

ProcessImageResult

Prop	Type	Description	Since
`faces`	Face[]	The detected faces.	5.1.0

Face

Represents a face detected by FaceDetector.

Prop	Type	Description	Since
`bounds`	Rect	Returns the axis-aligned bounding rectangle of the detected face.	5.1.0
`landmarks`	FaceLandmark[]	Returns a list of face landmarks.	5.1.0
`contours`	FaceContour[]	Returns a list of face contours.	5.1.0
`trackingId`	number	Returns the tracking ID if the tracking is enabled.	5.1.0
`headEulerAngleX`	number	Returns the rotation of the face about the horizontal axis of the image. Positive euler X is the face is looking up.	5.1.0
`headEulerAngleY`	number	Returns the rotation of the face about the vertical axis of the image. Positive euler y is when the face turns toward the right side of the image that is being processed.	5.1.0
`headEulerAngleZ`	number	Returns the rotation of the face about the axis pointing out of the image. Positive euler z is a counter-clockwise rotation within the image plane.	5.1.0
`smilingProbability`	number	Returns a value between 0.0 and 1.0 giving a probability that the face is smiling.	5.1.0
`leftEyeOpenProbability`	number	Returns a value between 0.0 and 1.0 giving a probability that the face's left eye is open.	5.1.0
`rightEyeOpenProbability`	number	Returns a value between 0.0 and 1.0 giving a probability that the face's right eye is open.	5.1.0

Rect

Rect holds four integer coordinates for a rectangle.

Prop	Type	Description	Since
`left`	number	The X coordinate of the left side of the rectangle	5.1.0
`top`	number	The Y coordinate of the top of the rectangle	5.1.0
`right`	number	The X coordinate of the right side of the rectangle	5.1.0
`bottom`	number	The Y coordinate of the bottom of the rectangle	5.1.0

FaceLandmark

Represent a face landmark. A landmark is a point on a detected face, such as an eye, nose, or mouth.

Prop	Type	Description	Since
`type`	LandmarkType	Gets the FaceLandmark.LandmarkType type.	5.1.0
`position`	Point	Gets a 2D point for landmark position, where (0, 0) is the upper-left corner of the image.	5.1.0

Point

Point holds two coordinates

Prop	Type
`x`	number
`y`	number

FaceContour

Represent a face contour. A contour is a list of points on a detected face, such as the mouth.

Prop	Type	Description	Since
`type`	ContourType	Gets the FaceContour.ContourType type.	5.1.0
`points`	Point[]	Gets a list of 2D points for this face contour, where (0, 0) is the upper-left corner of the image.	5.1.0

ProcessImageOptions

Prop	Type	Description	Default	Since
`path`	string	The local path to the image file.		5.1.0
`performanceMode`	PerformanceMode	Defines options to control accuracy / speed trade-offs in performing face detection.	PerformanceMode.Fast	5.1.0
`landmarkMode`	LandmarkMode	Defines options to enable face landmarks or not.	LandmarkMode.None	5.1.0
`contourMode`	ContourMode	Defines options to enable face contours or not.	ContourMode.None	5.1.0
`classificationMode`	ClassificationMode	Defines options for characterizing attributes such as "smiling" * and "eyes open".	ClassificationMode.None	5.1.0
`minFaceSize`	number	Sets the smallest desired face size, expressed as a proportion of the width of the head to the image width.	0.1	5.1.0
`enableTracking`	boolean	Enables face tracking, which will maintain a consistent ID for each face when processing consecutive frames. Tracking should be disabled for handling a series of non-consecutive still images.	false	5.1.0

Enums

LandmarkType

Members	Value	Description	Since
`MouthBottom`	0	The center of the subject's bottom lip.	5.1.0
`LeftCheek`	1	The midpoint between the subject's left mouth corner and the outer corner of the subject's left eye. For full profile faces, this becomes the centroid of the nose base, nose tip, left ear lobe and left ear tip.	5.1.0
`LeftEar`	3	The midpoint of the subject's left ear tip and left ear lobe.	5.1.0
`LeftEye`	4	The center of the subject's left eye cavity.	5.1.0
`MouthLeft`	5	The subject's left mouth corner where the lips meet.	5.1.0
`NoseBase`	6	The midpoint between the subject's nostrils where the nose meets the face.	5.1.0
`RightCheek`	7	The midpoint between the subject's right mouth corner and the outer corner of the subject's right eye. For full profile faces, this becomes the centroid of the nose base, nose tip, right ear lobe and right ear tip.	5.1.0
`RightEar`	9	The midpoint of the subject's right ear tip and right ear lobe.	5.1.0
`RightEye`	10	The center of the subject's right eye cavity.	5.1.0
`MouthRight`	11	The subject's right mouth corner where the lips meet.	5.1.0

ContourType

Members	Value	Description	Since
`Face`	1	The outline of the subject's face.	5.1.0
`LeftEyebrowTop`	2	The top outline of the subject's left eyebrow.	5.1.0
`LeftEyebrowBottom`	3	The bottom outline of the subject's left eyebrow.	5.1.0
`RightEyebrowTop`	4	The top outline of the subject's right eyebrow.	5.1.0
`RightEyebrowBottom`	5	The bottom outline of the subject's right eyebrow.	5.1.0
`LeftEye`	6	The outline of the subject's left eye cavity.	5.1.0
`RightEye`	7	The outline of the subject's right eye cavity.	5.1.0
`UpperLipTop`	8	The top outline of the subject's upper lip.	5.1.0
`UpperLipBottom`	9	The bottom outline of the subject's upper lip.	5.1.0
`LowerLipTop`	10	The top outline of the subject's lower lip.	5.1.0
`LowerLipBottom`	11	The bottom outline of the subject's lower lip.	5.1.0
`NoseBridge`	12	The outline of the subject's nose bridge.	5.1.0
`NoseBottom`	13	The outline of the subject's nose bridge.	5.1.0
`LeftCheek`	14	The center of the left cheek.	5.1.0
`RightCheek`	15	The center of the right cheek.	5.1.0

PerformanceMode

Members	Value	Description	Since
`Fast`	1	Indicates a preference for speed in the options that may make an accuracy vs. speed trade-off. This will tend to detect fewer faces and may be less precise in determining values such as position, but will run faster.	5.1.0
`Accurate`	2	Indicates a preference for accuracy in the options that may make an accuracy vs. speed trade-off. This will tend to detect more faces and may be more precise in determining values such as position, at the cost of speed.	5.1.0

LandmarkMode

Members	Value	Description	Since
`None`	1	Does not perform landmark detection.	5.1.0
`All`	2	Detects FaceLandmark for a given face.	5.1.0

ContourMode

Members	Value	Description	Since
`None`	1	Does not perform contour detection.	5.1.0
`All`	2	Detects FaceContour for a given face. Note that it would return contours for up to 5 faces	5.1.0

ClassificationMode

Members	Value	Description	Since
`None`	1	Does not perform classification.	5.1.0
`All`	2	Performs "eyes open" and "smiling" classification.	5.1.0

Terms & Privacy

This plugin uses the Google ML Kit:

Changelog

See CHANGELOG.md.

License

See LICENSE.

^1: This project is not affiliated with, endorsed by, sponsored by, or approved by Google LLC or any of their affiliates or subsidiaries.

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