@bperel/object-detection

Unofficial Capacitor plugin for ML Kit Object Detection.[^1]

Installation

npm install @bperel/object-detection
npx cap sync

Variables

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

• $mlkitObjectDetectionVersion version of com.google.mlkit:segmentation-selfie (default: 16.0.0-beta4)

Configuration

No configuration required for this plugin.

Demo

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

| Android | iOS | | --------------------------------------------------------------------------------------------------------------------------------- | --------------------------------------------------------------------------------------------------------------------------------- | | | |

Usage

import { ObjectDetection } from '@bperel/object-detection';

const processImage = async () => {
  const { path } = await ObjectDetection.processImage({
    path: 'path/to/image.jpg',
    confidence: 0.7,
  });
  return path;
};

API

• processImage(...)
• Interfaces

processImage(...)

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

Performs segmentation on an input image.

Only available on Android and iOS.

| Param | Type | | ------------- | ------------------------------------------------------------------- | | options | ProcessImageOptions |

Returns: Promise<ProcessImageResult>

Since: 5.2.0

Interfaces

ProcessImageResult

| Prop | Type | Description | Since | | --------------------- | --------------------- | ----------------------------- | ----- | | detectedObjects | string[] | The list of detected objects. | 5.2.0 |

ProcessImageOptions

| Prop | Type | Description | Default | Since | | ---------------- | ------------------- | ----------------------------------------------------------------------------------------- | ---------------- | ----- | | path | string | The local path to the image file. | | 5.2.0 | | width | number | Scale the image to this width. If no height is given, it will respect the aspect ratio. | | 5.2.0 | | height | number | Scale the image to this height. If no width is given, it will respect the aspect ratio. | | 5.2.0 | | confidence | number | Sets the confidence threshold. | 0.9 | 5.2.0 |

Terms & Privacy

This plugin uses the Google ML Kit:

• Terms & Privacy
• Android Data Disclosure
• iOS Data Disclosure

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.