This legacy version of AutoML Vision is deprecated and will no longer be available on Google Cloud after January 23, 2024. All the functionality of legacy AutoML Vision and new features are available on the Vertex AI platform. See Migrate to Vertex AI to learn how to migrate your resources.

AutoML Vision Object Detection client libraries

This page shows how to get started with the Cloud Client Libraries for the AutoML Vision API. Read more about the client libraries for Cloud APIs, including the older Google API Client Libraries, in Client Libraries Explained.

Install the client library

C#

For more information, see Setting Up a C# Development Environment.

install-package Google.Cloud.AutoML.V1 -pre

Go

For more information, see Setting Up a Go Development Environment.

go get cloud.google.com/go/automl

Java

For more information, see Setting Up a Java Development Environment.

If you are using Maven, add the following to your pom.xml file. For more information about BOMs, see The Google Cloud Platform Libraries BOM.

<dependencyManagement>
  <dependencies>
    <dependency>
      <groupId>com.google.cloud</groupId>
      <artifactId>libraries-bom</artifactId>
      <version>26.11.0</version>
      <type>pom</type>
      <scope>import</scope>
    </dependency>
  </dependencies>
</dependencyManagement>

<dependencies>
  <dependency>
    <groupId>com.google.cloud</groupId>
    <artifactId>google-cloud-automl</artifactId>
  </dependency>

If you are using Gradle, add the following to your dependencies:

implementation 'com.google.cloud:google-cloud-automl:2.18.0'

If you are using sbt, add the following to your dependencies:

libraryDependencies += "com.google.cloud" % "google-cloud-automl" % "2.18.0"

If you're using Visual Studio Code, IntelliJ, or Eclipse, you can add client libraries to your project using the following IDE plugins:

The plugins provide additional functionality, such as key management for service accounts. Refer to each plugin's documentation for details.

Node.js

For more information, see Setting Up a Node.js Development Environment.

npm install --save @google-cloud/automl

PHP

For more information, see Using PHP on Google Cloud.

composer require google/cloud-automl

Python

For more information, see Setting Up a Python Development Environment.

pip install --upgrade google-cloud-automl

Ruby

For more information, see Setting Up a Ruby Development Environment.

gem install google-cloud-automl

Set up authentication

When you use client libraries, you use Application Default Credentials (ADC) to authenticate. For information about setting up ADC, see Provide credentials for Application Default Credentials. For information about using ADC with client libraries, see Authenticate using client libraries.

Use the client library

The following example shows how to use the client library.

C#

To learn how to install and use the client library for AutoML Vision Object Detection, see AutoML Vision Object Detection client libraries.

To authenticate to AutoML Vision Object Detection, set up Application Default Credentials. For more information, see Set up authentication for a local development environment.

For information on how to use the client libraries with AutoML Vision Object Detection, see the following guides:

Go

To learn how to install and use the client library for AutoML Vision Object Detection, see AutoML Vision Object Detection client libraries. For more information, see the AutoML Vision Object Detection Go API reference documentation.

To authenticate to AutoML Vision Object Detection, set up Application Default Credentials. For more information, see Set up authentication for a local development environment.

For information on how to use the client libraries with AutoML Vision Object Detection, see the following guides:

Java

To learn how to install and use the client library for AutoML Vision Object Detection, see AutoML Vision Object Detection client libraries. For more information, see the AutoML Vision Object Detection Java API reference documentation.

To authenticate to AutoML Vision Object Detection, set up Application Default Credentials. For more information, see Set up authentication for a local development environment.

For information on how to use the client libraries with AutoML Vision Object Detection, see the following guides:

Node.js

To learn how to install and use the client library for AutoML Vision Object Detection, see AutoML Vision Object Detection client libraries. For more information, see the AutoML Vision Object Detection Node.js API reference documentation.

To authenticate to AutoML Vision Object Detection, set up Application Default Credentials. For more information, see Set up authentication for a local development environment.

For information on how to use the client libraries with AutoML Vision Object Detection, see the following guides:

PHP

To learn how to install and use the client library for AutoML Vision Object Detection, see AutoML Vision Object Detection client libraries.

To authenticate to AutoML Vision Object Detection, set up Application Default Credentials. For more information, see Set up authentication for a local development environment.

For information on how to use the client libraries with AutoML Vision Object Detection, see the following guides:

Python

To learn how to install and use the client library for AutoML Vision Object Detection, see AutoML Vision Object Detection client libraries. For more information, see the AutoML Vision Object Detection Python API reference documentation.

To authenticate to AutoML Vision Object Detection, set up Application Default Credentials. For more information, see Set up authentication for a local development environment.

For information on how to use the client libraries with AutoML Vision Object Detection, see the following guides:

Ruby

To learn how to install and use the client library for AutoML Vision Object Detection, see AutoML Vision Object Detection client libraries.

To authenticate to AutoML Vision Object Detection, set up Application Default Credentials. For more information, see Set up authentication for a local development environment.

For information on how to use the client libraries with AutoML Vision Object Detection, see the following guides:

Additional resources