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Class: Aws::Rekognition::Types::DetectCustomLabelsRequest

Inherits:
Struct
  • Object
show all
Defined in:
(unknown)

Overview

Note:

When passing DetectCustomLabelsRequest as input to an Aws::Client method, you can use a vanilla Hash:

{
  project_version_arn: "ProjectVersionArn", # required
  image: { # required
    bytes: "data",
    s3_object: {
      bucket: "S3Bucket",
      name: "S3ObjectName",
      version: "S3ObjectVersion",
    },
  },
  max_results: 1,
  min_confidence: 1.0,
}

Instance Attribute Summary collapse

Instance Attribute Details

#imageTypes::Image

Provides the input image either as bytes or an S3 object.

You pass image bytes to an Amazon Rekognition API operation by using the Bytes property. For example, you would use the Bytes property to pass an image loaded from a local file system. Image bytes passed by using the Bytes property must be base64-encoded. Your code may not need to encode image bytes if you are using an AWS SDK to call Amazon Rekognition API operations.

For more information, see Analyzing an Image Loaded from a Local File System in the Amazon Rekognition Developer Guide.

You pass images stored in an S3 bucket to an Amazon Rekognition API operation by using the S3Object property. Images stored in an S3 bucket do not need to be base64-encoded.

The region for the S3 bucket containing the S3 object must match the region you use for Amazon Rekognition operations.

If you use the AWS CLI to call Amazon Rekognition operations, passing image bytes using the Bytes property is not supported. You must first upload the image to an Amazon S3 bucket and then call the operation using the S3Object property.

For Amazon Rekognition to process an S3 object, the user must have permission to access the S3 object. For more information, see Resource Based Policies in the Amazon Rekognition Developer Guide.

Returns:

  • (Types::Image)

    Provides the input image either as bytes or an S3 object.

    You pass image bytes to an Amazon Rekognition API operation by using the Bytes property.

#max_resultsInteger

Maximum number of results you want the service to return in the response. The service returns the specified number of highest confidence labels ranked from highest confidence to lowest.

Returns:

  • (Integer)

    Maximum number of results you want the service to return in the response.

#min_confidenceFloat

Specifies the minimum confidence level for the labels to return. Amazon Rekognition doesn\'t return any labels with a confidence lower than this specified value. If you specify a value of 0, all labels are return, regardless of the default thresholds that the model version applies.

Returns:

  • (Float)

    Specifies the minimum confidence level for the labels to return.

#project_version_arnString

The ARN of the model version that you want to use.

Returns:

  • (String)

    The ARN of the model version that you want to use.