Introduction to On-Device Machine Learning with ML Kit

Play an AI-generated podcast conversation about this lesson

What is the primary purpose of the ImageLabel-Detector app in Android?

To download the Android Studio IDE

To read and process Android activities

To detect and label objects in images (correct)

To provide a default model with over 400 labels

Which of the following is NOT a required step to perform label detection in an image using the ImageLabeler?

Call the process() method on the imageLabeler instance (correct)

Create an instance of ImageLabeling.getClient(ImageLabelerOptionsBase)

Create an instance of InputImage from a Bitmap, ByteBuffer, etc.

Add OnSuccessListener and OnFailureListener to the Task

What is the purpose of the InputImage class in the ImageLabel-Detector app?

To provide a default model with over 400 labels

To handle the Android activity lifecycle

To create an instance of the ImageLabeler

To represent the image data that will be processed for label detection (correct)

What is the role of the ImageLabeling.getClient(ImageLabelerOptionsBase) method in the ImageLabel-Detector app?

To create an instance of the ImageLabeler client interface Signup and view all the answers

What is the purpose of the addOnSuccessListener() and addOnFailureListener() methods in the ImageLabel-Detector app?

To handle the success and failure of the label detection task Signup and view all the answers

What is the primary purpose of ML Kit?

To provide machine learning solutions for mobile app developers Signup and view all the answers

Which of the following is NOT one of the main scenarios where ML Kit can be used?

Building apps with pre-trained models from other providers Signup and view all the answers

How can ML Kit models be installed in an app?

Unbundled, Bundled, and Dynamically downloaded Signup and view all the answers

When should the bundled installation option be used for ML Kit models?

When prioritizing complete feature functionality immediately after app installation Signup and view all the answers

Where are ML Kit models stored in the unbundled installation option?

Via Google Play Services Signup and view all the answers

What is the purpose of the dynamically downloaded installation option for ML Kit models?

To download models on demand as needed Signup and view all the answers

Where are ML Kit models initially stored?

In Google Play Services Signup and view all the answers

How does the size of an ML Kit model affect the app's size?

It does not contribute to the app size Signup and view all the answers

When are ML Kit models updated?

When the app is updated Signup and view all the answers

Which of the following is true about ML Kit model downloads?

Model downloads are managed manually using an API Signup and view all the answers

When are ML Kit models removed from the device?

When the app is uninstalled Signup and view all the answers

What is the purpose of the Image Labeling model in ML Kit Vision?

To label images with general objects, places, activities, etc. Signup and view all the answers

Introduction to On-Device Machine Learning with ML Kit

Podcast Beta

Questions and Answers