Task Library and ObjectDetector API

The TF Lite Task Library contains user-friendly, task-specific libraries to simplify TF Lite model deployment to mobile devices. It offers prebuilt model interfaces for various common tasks including object detection and image classification. Let’s explore the use of the Task Library to deploy an object detection TF Lite model to an Android app.

The ObjectDetector API

The ObjectDetector API of the TF Lite Task Library allows us to easily integrate object detection functionality into our mobile apps. It simplifies the process of loading a pretrained object detection model and performing object detection on mobile devices. The ObjectDetector API abstracts away the complexities of model loading, input preprocessing, and result interpretation.