gcloud alpha ml vision product-search images create Stay organized with collections Save and categorize content based on your preferences.
- NAME
- gcloud alpha ml vision product-search images create - create a reference image
- SYNOPSIS
gcloud alpha ml vision product-search images create(REFERENCE_IMAGE:--location=LOCATION--product=PRODUCT)--storage-location=STORAGE_LOCATION[--bounding-polygon=[normalized-vertices=NORMALIZED-VERTICES],[vertices=VERTICES]][GCLOUD_WIDE_FLAG …]
- DESCRIPTION
(ALPHA)create a reference image.- EXAMPLES
- To create a reference image 'my-image' in product 'my-product' in the location'us-east1' from image of 'gs://my-bucket/image.jpg' with two bounding polygons,run:
gcloudalphamlvisionproduct-searchimagescreatemy-image--location=my-location--product=my-product--storage-location=gs://my-bucket/image.jpg--flags-file=my-flags.yamlThe content of 'my-flags.yaml' is as following:
---bounding-polygon:vertices:-{x:0,y:0}-{x:0,y:10}-{x:10,y:0}-{x:10,y:10}---bounding-polygon:normalized-vertices:-{x:0.8,y:0.8}-{x:0.8,y:1}-{x:1,y:0.8}-{x:1,y:1}
- POSITIONAL ARGUMENTS
- Reference image resource - Reference image to create. The arguments in thisgroup can be used to specify the attributes of this resource. (NOTE) Someattributes are not given arguments in this group but can be set in other ways.
To set the
projectattribute:- provide the argument
reference_imageon the command line with afully specified name; - provide the argument
--projecton the command line; - set the property
core/project.
This must be specified.
REFERENCE_IMAGE- ID of the reference image or fully qualified identifier for the reference image.
To set the
reference_imageattribute:- provide the argument
reference_imageon the command line.
This positional argument must be specified if any of the other arguments in thisgroup are specified.
- provide the argument
--location=LOCATION- The location of reference image.
To set the
locationattribute:- provide the argument
reference_imageon the command line with afully specified name; - provide the argument
--locationon the command line.
- provide the argument
--product=PRODUCT- The ID of product.
To set the
productattribute:- provide the argument
reference_imageon the command line with afully specified name; - provide the argument
--producton the command line.
- provide the argument
- provide the argument
- Reference image resource - Reference image to create. The arguments in thisgroup can be used to specify the attributes of this resource. (NOTE) Someattributes are not given arguments in this group but can be set in other ways.
- REQUIRED FLAGS
--storage-location=STORAGE_LOCATION- The Google Cloud Storage URI of the reference image. The URI must start with'gs://'.
- OPTIONAL FLAGS
--bounding-polygon=[normalized-vertices=NORMALIZED-VERTICES],[vertices=VERTICES]- Bounding polygon around the areas of interest in the reference image. If thisfield is empty, the system will try to detect regions of interest. This flag isrepeatable to specify multiple bounding polygons. At most 10 bounding polygonswill be used.
A bounding polygon can be specified by a list of vertices or normalized verticesor both. A vertex (x, y) represents a 2D point in the image. x, y are integersand are in the same scale as the original image. The normalized vertexcoordinates are relative to original image and range from 0 to 1.
Because of the complexity of this flag, it should be specified with the
--flags-file. See $gcloud topic flags-file fordetails. See the examples section for how to use--bounding-polygonin--flags-file.
- 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 forthis API can be found at:https://cloud.google.com/vision/ - NOTES
- This command is currently in alpha and might change without notice. If thiscommand fails with API permission errors despite specifying the correct project,you might be trying to access an API with an invitation-only early accessallowlist. This variant is also available:
gcloudbetamlvisionproduct-searchimagescreate
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Last updated 2025-07-22 UTC.