antoniostipic/cordova-ml-kit

Implements Firebase ML Kit as Cordova plugin on iOS and Android.

Cordova ML Kit

Implements ML Kit as Cordova plugin on iOS and Android.

Installation

Run:

npm i cordova-ml-kit

Features

At the moment only Text Recognition and Labeling Images on Android is supported! This plugin requires cordova-plugin-firebase!

Feature	Android	Android (Cloud)	iOS	iOS (Cloud)
Text recognition	[x]	[x]	[ ]	[ ]
Face detection	[ ]		[ ]
Barcode scanning	[ ]		[ ]
Image labeling	[x]	[x]	[ ]	[ ]
Landmark recognition		[ ]		[ ]
Custom model inference	[ ]		[ ]

Some features of ML Kit are only available on device others only on cloud. Please see https://firebase.google.com/docs/ml-kit/ for more information!

API Methods

Text recognition

getText(img, options, success, error): void

Text recognition on device

getTextCloud(img, options, success, error): void

Text recognition on Cloud - Much better results, but you need an active paid plan (Blaze Plan) and activate it on Google Cloud. Parameter are the same like getText

Image labeling

getLabel(img, options, success, error): void

Image Labeling on device

getLabelCloud(img, options, success, error): void

Image Labeling on Cloud

Face detection

Barcode scanning

Landmark recognition

Custom model inference

Usage

window["MlKitPlugin"].getText(fileBuffer, {},
    (success) => {
        console.log("getText success", success);
    },
    (error) => {
        console.log("getText error", error);
});