Simple Image Classification Android App (Flutter + TensorFlow Lite)

A simple Flutter application that performs on-device image classification using TensorFlow Lite.
The app is Android only.

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Download

Latest APK Release

Features

• Select an image and classify it locally on the device
• Offline inference using a quantized MobileNet TensorFlow Lite classification model

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Tech Stack

• Flutter (Dart)
• TensorFlow Lite

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Project Structure

• lib/ — Flutter application source code
• assets/ — TensorFlow Lite model and label files
• android/ — Android configuration and build files

Getting Started

Prerequisites

• Flutter SDK
• Android Studio
• Android device or emulator

Check your environment:

flutter doctor

Install Dependencies:

flutter pub get

Run the App:

flutter run