openapi: 3.0.3
info:
  title: Amazon Rekognition Celebrity Recognition Custom Labels API
  description: Amazon Rekognition is a cloud-based computer vision service providing image and video analysis including label detection, facial analysis, face comparison, celebrity recognition, text detection, content moderation, custom labels, face liveness detection, and streaming video analysis.
  version: '2016-06-27'
  contact:
    name: AWS Support
    url: https://aws.amazon.com/contact-us/
  license:
    name: Apache 2.0
    url: https://www.apache.org/licenses/LICENSE-2.0
  x-generated-from: documentation
servers:
- url: https://rekognition.amazonaws.com
  description: Amazon Rekognition global endpoint
tags:
- name: Custom Labels
  description: Train and use custom image classifiers.
paths:
  /#DetectCustomLabels:
    post:
      operationId: detectCustomLabels
      summary: Amazon Rekognition Detect Custom Labels
      description: Detects custom labels in a supplied image using an Amazon Rekognition Custom Labels model.
      tags:
      - Custom Labels
      requestBody:
        required: true
        content:
          application/x-amz-json-1.1:
            schema:
              $ref: '#/components/schemas/DetectCustomLabelsRequest'
            examples:
              detectCustomLabelsRequestExample:
                summary: Default detectCustomLabels request
                x-microcks-default: true
                value:
                  ProjectVersionArn: arn:aws:rekognition:us-east-1:123456789012:project/my-project/version/v1/1234567890
                  Image:
                    S3Object:
                      Bucket: my-bucket
                      Name: product.jpg
                  MinConfidence: 70.0
      responses:
        '200':
          description: Custom labels detected.
          content:
            application/x-amz-json-1.1:
              schema:
                $ref: '#/components/schemas/DetectCustomLabelsResponse'
              examples:
                detectCustomLabels200Example:
                  summary: Default detectCustomLabels 200 response
                  x-microcks-default: true
                  value:
                    CustomLabels:
                    - Name: MyProduct
                      Confidence: 92.3
        '400':
          description: Invalid request.
          content:
            application/x-amz-json-1.1:
              schema:
                $ref: '#/components/schemas/ErrorResponse'
      security:
      - aws_signature: []
      x-microcks-operation:
        delay: 0
        dispatcher: FALLBACK
components:
  schemas:
    Image:
      type: object
      description: Provides the input image either as bytes or an S3 object.
      properties:
        Bytes:
          type: string
          format: byte
          description: Blob of image bytes up to 5 MBs.
        S3Object:
          $ref: '#/components/schemas/S3Object'
    ErrorResponse:
      type: object
      description: Standard error response from the Amazon Rekognition API.
      properties:
        __type:
          type: string
          description: The type of exception.
          example: InvalidParameterException
        message:
          type: string
          description: Human-readable description of the error.
          example: Request has invalid parameters.
    DetectCustomLabelsRequest:
      type: object
      required:
      - ProjectVersionArn
      - Image
      properties:
        ProjectVersionArn:
          type: string
          description: The ARN of the model version to use.
        Image:
          $ref: '#/components/schemas/Image'
        MaxResults:
          type: integer
        MinConfidence:
          type: number
          format: float
    S3Object:
      type: object
      description: Provides the S3 bucket name and object name.
      properties:
        Bucket:
          type: string
          description: Name of the S3 bucket.
          example: my-images-bucket
        Name:
          type: string
          description: S3 object key name.
          example: images/photo.jpg
        Version:
          type: string
          description: S3 object version ID if versioning is enabled.
          example: v1
    DetectCustomLabelsResponse:
      type: object
      properties:
        CustomLabels:
          type: array
          items:
            type: object
            properties:
              Name:
                type: string
                example: MyProduct
              Confidence:
                type: number
                format: float
                example: 92.3
              Geometry:
                type: object
  securitySchemes:
    aws_signature:
      type: apiKey
      in: header
      name: Authorization
      description: AWS Signature Version 4. Include the Authorization header with AWS4-HMAC-SHA256 signature.