Before You Begin

Before you can use AutoML Vision, you must enable it for your project. Follow the instructions on this page, or visit the AutoML Vision UI and click Do it for me to automatically set up your project (once you've enabled billing in step 1 of the linked page.)

Region requirement: Currently project resources must be in the us-central1 region to use this API.

Set up your project

1. Sign in to your Google Cloud account. If you're new to Google Cloud, create an account to evaluate how our products perform in real-world scenarios. New customers also get $300 in free credits to run, test, and deploy workloads.

2. In the Google Cloud Console, on the project selector page, select or create a Google Cloud project.

   Note: If you don't plan to keep the resources that you create in this procedure, create a project instead of selecting an existing project. After you finish these steps, you can delete the project, removing all resources associated with the project.

   Go to project selector

3. Make sure that billing is enabled for your Cloud project. Learn how to confirm that billing is enabled for your project.

4. Enable the AutoML and Cloud Storage APIs.

   Enable the APIs

5. Install the gcloud command line tool.
6. Follow the instructions to create a service account and download a key file for that account.
   Service accounts are the only authentication option available with the AutoML API.
7. Set the GOOGLE_APPLICATION_CREDENTIALS environment variable to the path to the service account key file that you downloaded when you created the service account.

   export GOOGLE_APPLICATION_CREDENTIALS=key-file

8. Set the PROJECT_ID environment variable to your Project ID.

   export PROJECT_ID=your-project-id

   The AutoML API calls and resource names include your Project ID in them. The PROJECT_ID environment variable provides a convenient way to specify the ID.
9. If you are an owner for your project, add your service account to the AutoML Editor IAM role, replacing service-account-name with the name of your new service account. For example, [e-mail].

   gcloud auth login
   gcloud projects add-iam-policy-binding $PROJECT_ID \
      --member="serviceAccount:service-account-name" \
      --role="roles/automl.editor"
   

10. Otherwise (if you are not a project owner), ask a project owner to add both your user ID and your service account to the AutoML Editor IAM role.