ai-agent

google_ml_kit_flutter: AI in your app

Name: google_ml_kit_flutter: AI in your app
Author: flutter-ml

Get standalone ML Kit for your Flutter app, for founders building AI-driven startups with 1.3k+ GitHub stars

1,263 stars885 forksDartQuality 8/10Updated 6/25/2026100% free · open source

What it does

Google ML Kit Flutter is a plugin that enables standalone machine learning capabilities in Flutter apps, allowing founders to integrate AI-driven features such as image labeling, object detection, and text recognition.

Install / run

Add the google_ml_kit_flutter package to your pubspec.yaml file: `google_ml_kit_flutter: ^0.10.0`

When to use it

•When you need to integrate AI-driven features in your Flutter app without relying on a server connection
•When you want to use Google's pre-trained machine learning models in your app
•When you need to perform tasks such as image labeling, object detection, or text recognition in real-time

Quick start

1Add the necessary permissions to your AndroidManifest.xml file, such as `android.permission.INTERNET` and `android.permission.CAMERA`
2Import the package in your Dart file: `import 'package:google_ml_kit_flutter/google_ml_kit_flutter.dart';`
3Initialize the ML Kit instance: `final mlKit = GoogleMlKitFlutter();`
4Use the `mlKit` instance to perform tasks such as image labeling or object detection, for example: `final labels = await mlKit.imageLabelerProcess(image);`
5Handle the results of the ML Kit operations, such as displaying the detected labels or objects

Ready-to-paste prompt

Use the following code to label an image: `final labels = await mlKit.imageLabelerProcess(FileImage(File('path/to/image.jpg'))); print(labels);`

Heads up: Make sure to add the necessary API key to your app, as some ML Kit features require a Google Cloud API key to function, which can be obtained by enabling the ML Kit API in the Google Cloud Console and setting up a billing account

Saves to your device