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// Code generated by smithy-go-codegen DO NOT EDIT.
package rekognition
import (
"context"
"fmt"
awsmiddleware "github.com/aws/aws-sdk-go-v2/aws/middleware"
"github.com/aws/aws-sdk-go-v2/aws/signer/v4"
"github.com/aws/aws-sdk-go-v2/service/rekognition/types"
"github.com/aws/smithy-go/middleware"
smithyhttp "github.com/aws/smithy-go/transport/http"
)
// This operation applies only to Amazon Rekognition Custom Labels. Detects custom
// labels in a supplied image by using an Amazon Rekognition Custom Labels model.
// You specify which version of a model version to use by using the
// ProjectVersionArn input parameter. You pass the input image as base64-encoded
// image bytes or as a reference to an image in an Amazon S3 bucket. If you use the
// AWS CLI to call Amazon Rekognition operations, passing image bytes is not
// supported. The image must be either a PNG or JPEG formatted file. For each
// object that the model version detects on an image, the API returns a (
// CustomLabel ) object in an array ( CustomLabels ). Each CustomLabel object
// provides the label name ( Name ), the level of confidence that the image
// contains the object ( Confidence ), and object location information, if it
// exists, for the label on the image ( Geometry ). To filter labels that are
// returned, specify a value for MinConfidence . DetectCustomLabelsLabels only
// returns labels with a confidence that's higher than the specified value. The
// value of MinConfidence maps to the assumed threshold values created during
// training. For more information, see Assumed threshold in the Amazon Rekognition
// Custom Labels Developer Guide. Amazon Rekognition Custom Labels metrics
// expresses an assumed threshold as a floating point value between 0-1. The range
// of MinConfidence normalizes the threshold value to a percentage value (0-100).
// Confidence responses from DetectCustomLabels are also returned as a percentage.
// You can use MinConfidence to change the precision and recall or your model. For
// more information, see Analyzing an image in the Amazon Rekognition Custom Labels
// Developer Guide. If you don't specify a value for MinConfidence ,
// DetectCustomLabels returns labels based on the assumed threshold of each label.
// This is a stateless API operation. That is, the operation does not persist any
// data. This operation requires permissions to perform the
// rekognition:DetectCustomLabels action. For more information, see Analyzing an
// image in the Amazon Rekognition Custom Labels Developer Guide.
func (c *Client) DetectCustomLabels(ctx context.Context, params *DetectCustomLabelsInput, optFns ...func(*Options)) (*DetectCustomLabelsOutput, error) {
if params == nil {
params = &DetectCustomLabelsInput{}
}
result, metadata, err := c.invokeOperation(ctx, "DetectCustomLabels", params, optFns, c.addOperationDetectCustomLabelsMiddlewares)
if err != nil {
return nil, err
}
out := result.(*DetectCustomLabelsOutput)
out.ResultMetadata = metadata
return out, nil
}
type DetectCustomLabelsInput struct {
// 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 How Amazon Rekognition works
// with IAM in the Amazon Rekognition Developer Guide.
//
// This member is required.
Image *types.Image
// The ARN of the model version that you want to use. Only models associated with
// Custom Labels projects accepted by the operation. If a provided ARN refers to a
// model version associated with a project for a different feature type, then an
// InvalidParameterException is returned.
//
// This member is required.
ProjectVersionArn *string
// 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.
MaxResults *int32
// Specifies the minimum confidence level for the labels to return.
// DetectCustomLabels doesn't return any labels with a confidence value that's
// lower than this specified value. If you specify a value of 0, DetectCustomLabels
// returns all labels, regardless of the assumed threshold applied to each label.
// If you don't specify a value for MinConfidence , DetectCustomLabels returns
// labels based on the assumed threshold of each label.
MinConfidence *float32
noSmithyDocumentSerde
}
type DetectCustomLabelsOutput struct {
// An array of custom labels detected in the input image.
CustomLabels []types.CustomLabel
// Metadata pertaining to the operation's result.
ResultMetadata middleware.Metadata
noSmithyDocumentSerde
}
func (c *Client) addOperationDetectCustomLabelsMiddlewares(stack *middleware.Stack, options Options) (err error) {
if err := stack.Serialize.Add(&setOperationInputMiddleware{}, middleware.After); err != nil {
return err
}
err = stack.Serialize.Add(&awsAwsjson11_serializeOpDetectCustomLabels{}, middleware.After)
if err != nil {
return err
}
err = stack.Deserialize.Add(&awsAwsjson11_deserializeOpDetectCustomLabels{}, middleware.After)
if err != nil {
return err
}
if err := addProtocolFinalizerMiddlewares(stack, options, "DetectCustomLabels"); err != nil {
return fmt.Errorf("add protocol finalizers: %v", err)
}
if err = addlegacyEndpointContextSetter(stack, options); err != nil {
return err
}
if err = addSetLoggerMiddleware(stack, options); err != nil {
return err
}
if err = awsmiddleware.AddClientRequestIDMiddleware(stack); err != nil {
return err
}
if err = smithyhttp.AddComputeContentLengthMiddleware(stack); err != nil {
return err
}
if err = addResolveEndpointMiddleware(stack, options); err != nil {
return err
}
if err = v4.AddComputePayloadSHA256Middleware(stack); err != nil {
return err
}
if err = addRetryMiddlewares(stack, options); err != nil {
return err
}
if err = awsmiddleware.AddRawResponseToMetadata(stack); err != nil {
return err
}
if err = awsmiddleware.AddRecordResponseTiming(stack); err != nil {
return err
}
if err = addClientUserAgent(stack, options); err != nil {
return err
}
if err = smithyhttp.AddErrorCloseResponseBodyMiddleware(stack); err != nil {
return err
}
if err = smithyhttp.AddCloseResponseBodyMiddleware(stack); err != nil {
return err
}
if err = addSetLegacyContextSigningOptionsMiddleware(stack); err != nil {
return err
}
if err = addOpDetectCustomLabelsValidationMiddleware(stack); err != nil {
return err
}
if err = stack.Initialize.Add(newServiceMetadataMiddleware_opDetectCustomLabels(options.Region), middleware.Before); err != nil {
return err
}
if err = awsmiddleware.AddRecursionDetection(stack); err != nil {
return err
}
if err = addRequestIDRetrieverMiddleware(stack); err != nil {
return err
}
if err = addResponseErrorMiddleware(stack); err != nil {
return err
}
if err = addRequestResponseLogging(stack, options); err != nil {
return err
}
if err = addDisableHTTPSMiddleware(stack, options); err != nil {
return err
}
return nil
}
func newServiceMetadataMiddleware_opDetectCustomLabels(region string) *awsmiddleware.RegisterServiceMetadata {
return &awsmiddleware.RegisterServiceMetadata{
Region: region,
ServiceID: ServiceID,
OperationName: "DetectCustomLabels",
}
}
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