- NAME
-
- gcloud ml vision detect-objects - detect and extract multiple objects in an image with object localization
- SYNOPSIS
-
-
gcloud ml vision detect-objectsIMAGE_PATH[GCLOUD_WIDE_FLAG …]
-
- DESCRIPTION
- Detect and extract multiple objects in an image with object localization.
Object localization identifies multiple objects in an image and provides a LocalizedObjectAnnotation for each object in the image.
- EXAMPLES
- To detect objects for image 'gs://my_bucket/input_file':
gcloud ml vision detect-objects gs://my_bucket/input_file - POSITIONAL ARGUMENTS
-
-
IMAGE_PATH - Path to the image to be analyzed. This can be either a local path or a URL. If you provide a local file, the contents will be sent directly to Google Cloud Vision. If you provide a URL, it must be in Google Cloud Storage format (gs://bucket/object) or an HTTP URL ( http://.. . or https://…)
-
- GCLOUD WIDE FLAGS
- These flags are available to all commands:
--access-token-file,--account,--billing-project,--configuration,--flags-file,--flatten,--format,--help,--impersonate-service-account,--log-http,--project,--quiet,--trace-token,--user-output-enabled,--verbosity.Run
$ gcloud helpfor details. - API REFERENCE
- This command uses the
vision/v1API. The full documentation for this API can be found at: https://cloud.google.com/vision/ - NOTES
- These variants are also available:
gcloud alpha ml vision detect-objectsgcloud beta ml vision detect-objects
gcloud ml vision detect-objects
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Last updated 2026-05-27 UTC.
