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.
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.
- 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.
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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.
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Launch the app on an Android device running Android 11 or higher.
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Grant necessary permissions for camera and microphone access.
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Point the camera at various objects to initiate object detection.
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Optionally, use voice recognition to identify specific items.
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Detected item names are displayed on the screen in real-time.
- TensorFlow Lite: For object detection model inference.
- CameraX: For camera preview and access.
- Android SpeechRecognizer: For voice recognition functionality.
This project is licensed under the MIT License.