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Item Detection Android App

The Item Detection Android App is a mobile application designed to utilize the device's camera to detect and identify various items in real-time. The app integrates object detection and voice recognition functionalities to provide a seamless user experience.

Overview

The Item Detection Android App is a mobile application designed to utilize the device's camera to detect and identify various items in real-time. The app integrates object detection and voice recognition functionalities to provide a seamless user experience.

Features

  • Camera Preview: View real-time camera feed for object detection.
  • Object Detection: Utilizes TensorFlow Lite model for object detection and classification.
  • Voice Recognition: Enables users to identify items using voice commands.
  • UI Display: Displays the names of detected items on the user interface.
  • Compatibility: Compatible with Android version 11 and higher.

Installation

  1. Clone the repository:

    git clone https://github.com/ivgeek/ItemDetection.git

Open the project in Android Studio.

Build and run the app on an Android device or emulator running Android 11 or higher.

Usage

  • Launch the app on an Android device running Android 11 or higher.

  • Grant necessary permissions for camera and microphone access.

  • Point the camera at various objects to initiate object detection.

  • Optionally, use voice recognition to identify specific items.

  • Detected item names are displayed on the screen in real-time.

Dependencies

  • TensorFlow Lite: For object detection model inference.
  • CameraX: For camera preview and access.
  • Android SpeechRecognizer: For voice recognition functionality.

License

This project is licensed under the MIT License.