The Horses vs. Humans Classification App

Learn to integrate the MainActivity class, ImageClassifier class, TF Lite model, and the label file in a classification app.

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In this lesson, we walk through the process of building an Android app that allows users to select an image from their device storage and classify it into pre-defined categories. To achieve this, we utilize a pretrained TF Lite model for image classification.

We divide the app development into two main classes:

  • MainActivity: This handles the user UI and user interactions.

  • ImageClassifier: This is responsible for performing the actual image classification using the TF Lite model.

Let’s get started.

Android app

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