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Deep Learning for Android Apps

Object Detection App Using the ML Kit

Explore how to create an Android app that detects objects in images through ML Kit's API integrated with TensorFlow Lite. Learn to load images, run object detection, visualize results with bounding boxes, and handle detection details in the app's UI.

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Android App

The MainActivity class of the app integrates ML Kit’s object detection API to perform object detection on selected images. It provides methods for image loading, object detection processing, and visualizing the detection results on the UI. The MainActivity class has the fields and methods given below.

Fields

  • loadImageButton: This is a Button instance to load images from storage.

  • imageView: This is nan ImageView instance to display images. ...