Image Classification & Image Captioning with LiteRT

This is a fully functional Android application built with Kotlin and Jetpack Compose that showcases how to integrate LiteRT for on-device image classification and image captioning. It also demonstrates how to use MediaPipe for on-device large language model (LLM) integration, enabling natural language processing directly on the device.

You can read more about this repository in the blog post Exploring On-Device AI for Android: Image Classification, Captioning & LLM Integration

The project follows modern Android development best practices and serves as a practical reference for developers interested in integrating LiteRT and MediaPipe into their own apps.

Features Image Classification Image Captioning LLM Inference Libraries LiteRT LLM Inference Jetpack Core MVVM architectural pattern Dependency injection with Hilt Jetpack Compose UI Retrofit for REST API communication Moshi for parsing JSON into Kotlin classes Coil for image loading