Flutter Object Detection with TensorFlow Lite

A Flutter application demonstrating object detection using TensorFlow Lite via the tflite_flutter package. This app features:

• Live Object Detection using the device camera
• Network Image Detection utilizing Unsplash API
• Gallery Photo Detection from the device's photo library

🚀 Features

• Real-time object detection through the camera
• Detect objects in images fetched from the Unsplash API
• Detect objects in images selected from the device gallery

🛠️ Setup Instructions

1. Clone the Repository:

   git clone https://github.com/dhyash-simform/object_detection.git
   cd object_detection

2. Install Dependencies:

   flutter pub get

3. Add Unsplash API Key:

   • Sign up at Unsplash Developers to get your API key.
   • Open lib/services/api_service_type.dart.
   • Locate the headers parameter and replace YOUR_API_KEY with your actual API key:

     headers: {
       'Authorization': 'Client-ID YOUR_API_KEY',
     }

4. Run the App:

   flutter run

📦 Dependencies

tflite_flutter (v0.11.0)

A Flutter plugin for TensorFlow Lite that allows running machine learning models directly on mobile devices with efficient performance.

image (^4.5.2)

A pure Dart library for decoding, encoding, and processing image files. It supports a wide range of image formats and manipulation features.

image_picker (^1.1.2)

A Flutter plugin that provides an easy way to pick images and videos from the device's gallery or camera.

camera (^0.10.6)

A Flutter plugin to access and control the device's cameras. It enables capturing photos, recording videos, and implementing real-time camera previews.

retrofit (^4.1.0)

A type-safe HTTP client generator for Dart inspired by Square's Retrofit library for Android. It simplifies API calls using annotations.

json_annotation (^4.8.1)

Provides annotations to support JSON serialization and deserialization in Dart. Often used with json_serializable for automated code generation.

dio (^5.4.3+1)

A powerful HTTP client for Dart, featuring interceptors, request cancellation, form data handling, file downloading, and more.

mobx (^2.3.3+2)

A state-management library that makes state observable and reactive in Flutter apps. It enables efficient UI updates based on data changes.

flutter_mobx (^2.2.1+1)

A Flutter integration library for MobX, allowing easy reactive state management with Observer widgets to rebuild UI efficiently.

provider (^6.1.2)

A popular state-management solution in Flutter. It offers a simple and efficient way to manage and propagate app state.

flutter_svg (^2.0.17)

A Flutter library to render SVG (Scalable Vector Graphics) files directly in the app. Useful for displaying vector images with high scalability.

📸 Screenshots

Live Object Detection	Network Image Object Detection	Gallery Image Object Detection

📝 License

This project is licensed under the MIT License - see the LICENSE file for details.h