Kotlin + TensorFlow Lite for Robot Vision

What You Will Build

By the end of this tutorial, you will have a Kotlin-based architecture for the selected robotics/XR/AI scenario, with lifecycle-aware state, asynchronous processing, bounded data flow, monitoring, and practical safety handling.

Topic focus: TensorFlow Lite / LiteRT

Keep preprocessing identical to the training/export pipeline. Measure preprocessing, inference, and postprocessing separately because a fast model can still produce a slow end-to-end pipeline.

Introduction

This tutorial builds a practical Kotlin/Android layer for a robotics, XR, smart-glasses, or edge-AI system.…