react-native-vision-camera-image-labeler

A plugin to label images using ML Kit Image Labeler. With High Performance.

🚨 Required Modules

react-native-vision-camera => 4.5.1
react-native-worklets-core = 1.3.3

💻 Installation

npm install react-native-vision-camera-image-labeler
yarn add react-native-vision-camera-image-labeler

👷Features

Easy To Use.
Works Just Writing few lines of Code.
Works With React Native Vision Camera.
Works for Both Cameras.
Works Fast.
Works With Android 🤖 and IOS.📱
Writen With Kotlin and Swift.
Can Scan Image From Photo. 📸

💡 Usage

import React, { useState } from 'react'
import { useCameraDevice } from 'react-native-vision-camera'
import { Camera } from 'react-native-vision-camera-image-labeler';

function App (){
  const [data,setData] = useState(null)
  const device = useCameraDevice('back');
  console.log(data)
  return(
    <>
      {!!device && (
        <Camera
          style={StyleSheet.absoluteFill}
          device={device}
          isActive
          // Optional
          options={{
            minConfidence: 0.1
          }}
          callback={(d) => setData(d)}
        />
      )}
    </>
  )
}

Also You Can Use Like This

import React from 'react';
import { StyleSheet } from "react-native";
import {
  Camera,
  useCameraDevice,
  useFrameProcessor,
} from "react-native-vision-camera";
import { useImageLabeler } from "react-native-vision-camera-image-labeler";

function App() {
  const device = useCameraDevice('back');
  const options = {minConfidence : 0.1} // Optional
  const {labelerImage} = useImageLabeler({minConfidence : 0.1})
  const frameProcessor = useFrameProcessor((frame) => {
    'worklet'
    const data = labelerImage(frame)
	console.log(data, 'data')
  }, [])
  return (
      <>
      {!!device && (
        <Camera
          style={StyleSheet.absoluteFill}
          device={device}
          isActive
          frameProcessor={frameProcessor}
        />
      )}
      </>
  );
}
export default App;

⚙️ Options

Name	Type	Values	Default
minConfidence	Number	0.1 - 1.0	1.0

Scan From Photo 📸

import { ImageScanner } from "react-native-vision-camera-image-labeler";

const result = await ImageScanner({
    uri:assets.uri,
    orientation: "portrait",
    minConfidence: 1.0

})
console.log(result);

🚨 Orientation available only for iOS, recommendation give it when you are using Camera.

Name	Type	Values	Required	Default	Platform
uri	string		yes		android, iOS
orientation	string	portrait, portraitUpsideDown, landscapeLeft, landscapeRight	no	portrait	iOS
minConfidence	number	0.1 ~ 1.0	no	1.0	android,iOS