be-ytb/js/node_modules/aws-sdk/apis/rekognition-2016-06-27.examples.json

{
  "version": "1.0",
  "examples": {
    "AssociateFaces": [
      {
        "input": {
          "ClientRequestToken": "550e8400-e29b-41d4-a716-446655440002",
          "CollectionId": "MyCollection",
          "FaceIds": [
            "f5817d37-94f6-4335-bfee-6cf79a3d806e",
            "851cb847-dccc-4fea-9309-9f4805967855",
            "35ebbb41-7f67-4263-908d-dd0ecba05ab9"
          ],
          "UserId": "DemoUser",
          "UserMatchThreshold": 70
        },
        "output": {
          "AssociatedFaces": [
            {
              "FaceId": "35ebbb41-7f67-4263-908d-dd0ecba05ab9"
            }
          ],
          "UnsuccessfulFaceAssociations": [
            {
              "Confidence": 0.9375374913215637,
              "FaceId": "f5817d37-94f6-4335-bfee-6cf79a3d806e",
              "Reasons": [
                "LOW_MATCH_CONFIDENCE"
              ]
            },
            {
              "FaceId": "851cb847-dccc-4fea-9309-9f4805967855",
              "Reasons": [
                "ASSOCIATED_TO_A_DIFFERENT_USER"
              ],
              "UserId": "demoUser2"
            }
          ],
          "UserStatus": "UPDATING"
        },
        "comments": {
          "input": {
          },
          "output": {
          }
        },
        "description": "This operation associates one or more faces with an existing UserID.",
        "id": "associatefaces-1686181269281",
        "title": "AssociateFaces"
      }
    ],
    "CompareFaces": [
      {
        "input": {
          "SimilarityThreshold": 90,
          "SourceImage": {
            "S3Object": {
              "Bucket": "mybucket",
              "Name": "mysourceimage"
            }
          },
          "TargetImage": {
            "S3Object": {
              "Bucket": "mybucket",
              "Name": "mytargetimage"
            }
          }
        },
        "output": {
          "FaceMatches": [
            {
              "Face": {
                "BoundingBox": {
                  "Height": 0.33481481671333313,
                  "Left": 0.31888890266418457,
                  "Top": 0.4933333396911621,
                  "Width": 0.25
                },
                "Confidence": 99.9991226196289
              },
              "Similarity": 100
            }
          ],
          "SourceImageFace": {
            "BoundingBox": {
              "Height": 0.33481481671333313,
              "Left": 0.31888890266418457,
              "Top": 0.4933333396911621,
              "Width": 0.25
            },
            "Confidence": 99.9991226196289
          }
        },
        "comments": {
          "input": {
          },
          "output": {
          }
        },
        "description": "This operation compares the largest face detected in the source image with each face detected in the target image.",
        "id": "to-compare-two-images-1482181985581",
        "title": "To compare two images"
      }
    ],
    "CopyProjectVersion": [
      {
        "input": {
          "DestinationProjectArn": "arn:aws:rekognition:us-east-1:555555555555:project/DestinationProject/1656705098765",
          "KmsKeyId": "arn:1234abcd-12ab-34cd-56ef-1234567890ab",
          "OutputConfig": {
            "S3Bucket": "bucket-name",
            "S3KeyPrefix": "path_to_folder"
          },
          "SourceProjectArn": "arn:aws:rekognition:us-east-1:111122223333:project/SourceProject/16565123456",
          "SourceProjectVersionArn": "arn:aws:rekognition:us-east-1:111122223333:project/SourceProject/version/model_1/1656611123456",
          "Tags": {
            "key1": "val1"
          },
          "VersionName": "DestinationVersionName_cross_account"
        },
        "output": {
          "ProjectVersionArn": "arn:aws:rekognition:us-east-1:555555555555:project/DestinationProject/version/DestinationVersionName_cross_account/16567050987651"
        },
        "comments": {
          "input": {
          },
          "output": {
          }
        },
        "description": "Copies a version of an Amazon Rekognition Custom Labels model from a source project to a destination project.",
        "id": "copyprojectversion-1658203943815",
        "title": "CopyProjectVersion"
      }
    ],
    "CreateCollection": [
      {
        "input": {
          "CollectionId": "myphotos"
        },
        "output": {
          "CollectionArn": "aws:rekognition:us-west-2:123456789012:collection/myphotos",
          "StatusCode": 200
        },
        "comments": {
          "input": {
          },
          "output": {
          }
        },
        "description": "This operation creates a Rekognition collection for storing image data.",
        "id": "to-create-a-collection-1481833313674",
        "title": "To create a collection"
      }
    ],
    "CreateDataset": [
      {
        "input": {
          "DatasetSource": {
            "GroundTruthManifest": {
              "S3Object": {
                "Bucket": "my-bucket",
                "Name": "datasets/flowers_training/manifests/output/output.manifest"
              }
            }
          },
          "DatasetType": "TRAIN",
          "ProjectArn": "arn:aws:rekognition:us-east-1:111122223333:project/my-project/1690474772815"
        },
        "output": {
          "DatasetArn": "arn:aws:rekognition:us-east-1:111122223333:project/my-project/dataset/train/1690476084535"
        },
        "comments": {
          "input": {
          },
          "output": {
          }
        },
        "description": "Creates an Amazon Rekognition Custom Labels dataset with a manifest file stored in an Amazon S3 bucket.",
        "id": "to-create-an-amazon-rekognition-custom-labels-dataset-1690476237145",
        "title": "To create an Amazon Rekognition Custom Labels dataset"
      }
    ],
    "CreateProject": [
      {
        "input": {
          "ProjectName": "my-project"
        },
        "output": {
          "ProjectArn": "arn:aws:rekognition:us-east-1:111122223333:project/my-project/1690405809285"
        },
        "comments": {
          "input": {
          },
          "output": {
          }
        },
        "description": "Creates an Amazon Rekognition Custom Labels project.",
        "id": "to-create-an-amazon-rekognition-custom-labels-project-1690405898597",
        "title": "To create an Amazon Rekognition Custom Labels project"
      }
    ],
    "CreateProjectVersion": [
      {
        "input": {
          "OutputConfig": {
            "S3Bucket": "output_bucket",
            "S3KeyPrefix": "output_folder"
          },
          "ProjectArn": "arn:aws:rekognition:us-east-1:111122223333:project/my-project/1690474772815",
          "VersionName": "1"
        },
        "output": {
          "ProjectVersionArn": "arn:aws:rekognition:us-east-1:111122223333:project/my-project/version/1/1690556751958"
        },
        "comments": {
          "input": {
          }
        },
        "description": "Trains a version of an Amazon Rekognition Custom Labels model.",
        "id": "to-train-an-amazon-rekognition-custom-labels-model-1690555832843",
        "title": "To train an Amazon Rekognition Custom Labels model"
      }
    ],
    "CreateUser": [
      {
        "input": {
          "CollectionId": "MyCollection",
          "UserId": "DemoUser"
        },
        "comments": {
          "input": {
          },
          "output": {
          }
        },
        "description": "Creates a new User within a collection specified by CollectionId.",
        "id": "createuser-1686181562299",
        "title": "CreateUser"
      }
    ],
    "DeleteCollection": [
      {
        "input": {
          "CollectionId": "myphotos"
        },
        "output": {
          "StatusCode": 200
        },
        "comments": {
          "input": {
          },
          "output": {
          }
        },
        "description": "This operation deletes a Rekognition collection.",
        "id": "to-delete-a-collection-1481838179973",
        "title": "To delete a collection"
      }
    ],
    "DeleteDataset": [
      {
        "input": {
          "DatasetArn": "arn:aws:rekognition:us-east-1:111122223333:project/my-project/dataset/test/1690556733321"
        },
        "output": {
        },
        "comments": {
          "input": {
          },
          "output": {
          }
        },
        "description": "Deletes an Amazon Rekognition Custom Labels dataset.",
        "id": "to-delete-an-amazon-rekognition-custom-labels-dataset-1690826556349",
        "title": "To delete an Amazon Rekognition Custom Labels dataset"
      }
    ],
    "DeleteFaces": [
      {
        "input": {
          "CollectionId": "myphotos",
          "FaceIds": [
            "ff43d742-0c13-5d16-a3e8-03d3f58e980b"
          ]
        },
        "output": {
          "DeletedFaces": [
            "ff43d742-0c13-5d16-a3e8-03d3f58e980b"
          ]
        },
        "comments": {
          "input": {
          },
          "output": {
          }
        },
        "description": "This operation deletes one or more faces from a Rekognition collection.",
        "id": "to-delete-a-face-1482182799377",
        "title": "To delete a face"
      }
    ],
    "DeleteProject": [
      {
        "input": {
          "ProjectArn": "arn:aws:rekognition:us-east-1:111122223333:project/my-project/1690405809285"
        },
        "output": {
          "Status": "DELETING"
        },
        "comments": {
          "input": {
          },
          "output": {
          }
        },
        "description": "Deletes an Amazon Rekognition Custom Labels projects.",
        "id": "to-delete-an-amazon-rekognition-custom-labels-project-1690409093478",
        "title": "To delete an Amazon Rekognition Custom Labels project"
      }
    ],
    "DeleteProjectPolicy": [
      {
        "input": {
          "PolicyName": "testPolicy1",
          "PolicyRevisionId": "3b274c25e9203a56a99e00e3ff205fbc",
          "ProjectArn": "arn:aws:rekognition:us-east-1:111122223333:project/SourceProject/1656557123456"
        },
        "output": {
        },
        "comments": {
          "input": {
          },
          "output": {
          }
        },
        "description": "This operation deletes a revision of an existing project policy from an Amazon Rekognition Custom Labels project.",
        "id": "deleteprojectpolicy-1658204413810",
        "title": "DeleteProjectPolicy"
      }
    ],
    "DeleteProjectVersion": [
      {
        "input": {
          "ProjectVersionArn": "arn:aws:rekognition:us-east-1:111122223333:project/my-project/version/1/1690556751958"
        },
        "output": {
          "Status": "DELETING"
        },
        "comments": {
          "input": {
          },
          "output": {
          }
        },
        "description": "Deletes a version of an Amazon Rekognition Custom Labels model.",
        "id": "to-delete-an-amazon-rekognition-custom-labels-model-1690827562055",
        "title": "To delete an Amazon Rekognition Custom Labels model"
      }
    ],
    "DeleteUser": [
      {
        "input": {
          "ClientRequestToken": "550e8400-e29b-41d4-a716-446655440001",
          "CollectionId": "MyCollection",
          "UserId": "DemoUser"
        },
        "comments": {
          "input": {
          },
          "output": {
          }
        },
        "description": "Deletes the specified UserID within the collection.",
        "id": "deleteuser-1686181913475",
        "title": "DeleteUser"
      }
    ],
    "DescribeDataset": [
      {
        "input": {
          "DatasetArn": "arn:aws:rekognition:us-east-1:111122223333:project/my-project/dataset/train/1690476084535"
        },
        "output": {
          "DatasetDescription": {
            "CreationTimestamp": "2023-07-27T09:41:24.738000-07:00",
            "DatasetStats": {
              "ErrorEntries": 0,
              "LabeledEntries": 15,
              "TotalEntries": 15,
              "TotalLabels": 9
            },
            "LastUpdatedTimestamp": "2023-07-28T09:46:45.406000-07:00",
            "Status": "UPDATE_FAILED",
            "StatusMessage": "The manifest file contains images from multiple S3 buckets.",
            "StatusMessageCode": "CLIENT_ERROR"
          }
        },
        "comments": {
          "input": {
          },
          "output": {
          }
        },
        "description": "Describes an Amazon Rekognition Custom Labels dataset.",
        "id": "to-describe-an-amazon-rekognition-custom-labels-dataset-1690827075604",
        "title": "To describe an Amazon Rekognition Custom Labels dataset"
      }
    ],
    "DescribeProjectVersions": [
      {
        "input": {
          "ProjectArn": "arn:aws:rekognition:us-east-1:111122223333:project/my-project/1690474772815",
          "VersionNames": [
            "1"
          ]
        },
        "output": {
          "NextToken": "",
          "ProjectVersionDescriptions": [
            {
              "BillableTrainingTimeInSeconds": 1899,
              "CreationTimestamp": "2023-07-28T08:05:51.958000-07:00",
              "EvaluationResult": {
                "F1Score": 1,
                "Summary": {
                  "S3Object": {
                    "Bucket": "custom-labels-console-us-east-1-111111111",
                    "Name": "my-model-output/EvaluationResultSummary-my-project-1.json"
                  }
                }
              },
              "ManifestSummary": {
                "S3Object": {
                  "Bucket": "custom-labels-console-us-east-1-111111111",
                  "Name": "my-model-output/ManifestSummary-my-project-1.json"
                }
              },
              "OutputConfig": {
                "S3Bucket": "custom-labels-console-us-east-1-111111111",
                "S3KeyPrefix": "my-model-output"
              },
              "ProjectVersionArn": "arn:aws:rekognition:us-east-1:111122223333:project/my-project/version/1/1690556751958",
              "Status": "TRAINING_COMPLETED",
              "StatusMessage": "The model is ready to run.",
              "TestingDataResult": {
                "Input": {
                  "AutoCreate": false
                },
                "Output": {
                  "Assets": [
                    {
                      "GroundTruthManifest": {
                        "S3Object": {
                          "Bucket": "custom-labels-console-us-east-1-111111111",
                          "Name": "my-model-output/TestingGroundTruth-my-project-1.json"
                        }
                      }
                    }
                  ],
                  "AutoCreate": false
                },
                "Validation": {
                  "Assets": [
                    {
                      "GroundTruthManifest": {
                        "S3Object": {
                          "Bucket": "custom-labels-console-us-east-1-111111111",
                          "Name": "my-model-output/TestingManifestWithValidation-my-project-1.json"
                        }
                      }
                    }
                  ]
                }
              },
              "TrainingDataResult": {
                "Input": {
                },
                "Output": {
                  "Assets": [
                    {
                      "GroundTruthManifest": {
                        "S3Object": {
                          "Bucket": "custom-labels-console-us-east-1-111111111",
                          "Name": "my-model-output/TrainingGroundTruth-my-project-1.json"
                        }
                      }
                    }
                  ]
                },
                "Validation": {
                  "Assets": [
                    {
                      "GroundTruthManifest": {
                        "S3Object": {
                          "Bucket": "custom-labels-console-us-east-1-111111111",
                          "Name": "my-model-output/TrainingManifestWithValidation-my-project-1.json"
                        }
                      }
                    }
                  ]
                }
              },
              "TrainingEndTimestamp": "2023-07-28T08:33:10.827000-07:00"
            }
          ]
        },
        "comments": {
          "input": {
          }
        },
        "description": "Describes a version of an Amazon Rekognition Custom Labels model.",
        "id": "to-describes-an-amazon-rekognition-custom-labels-model-1690558265950",
        "title": "To describe an Amazon Rekognition Custom Labels model"
      }
    ],
    "DescribeProjects": [
      {
        "input": {
          "ProjectNames": [
            "my-project"
          ]
        },
        "output": {
          "ProjectDescriptions": [
            {
              "CreationTimestamp": "2022-06-13T15:16:00.634000-07:00",
              "Datasets": [
                {
                  "CreationTimestamp": "2022-06-13T15:17:34.620000-07:00",
                  "DatasetArn": "arn:aws:rekognition:us-east-1:111122223333:project/my-project/dataset/test/1655158654491",
                  "DatasetType": "TEST",
                  "Status": "CREATE_COMPLETE",
                  "StatusMessage": "The dataset was successfully created from the manifest file.",
                  "StatusMessageCode": "SUCCESS"
                },
                {
                  "CreationTimestamp": "2022-06-13T15:17:50.118000-07:00",
                  "DatasetArn": "arn:aws:rekognition:us-east-1:111122223333:project/my-project/dataset/train/1655158669954",
                  "DatasetType": "TRAIN",
                  "Status": "CREATE_COMPLETE",
                  "StatusMessage": "The dataset was successfully created from the manifest file.",
                  "StatusMessageCode": "SUCCESS"
                }
              ],
              "ProjectArn": "arn:aws:rekognition:us-east-1:111122223333:project/my-project/1655158560634",
              "Status": "CREATED"
            }
          ]
        },
        "comments": {
          "input": {
          },
          "output": {
          }
        },
        "description": "Describes an Amazon Rekognition Custom Labels projects.",
        "id": "to-describe-an-amazon-rekognition-custom-labels-project-1690400952376",
        "title": "To describe an Amazon Rekognition Custom Labels project."
      }
    ],
    "DetectCustomLabels": [
      {
        "input": {
          "Image": {
            "S3Object": {
              "Bucket": "custom-labels-console-us-east-1-1111111111",
              "Name": "assets/flowers_1_test_dataset/camellia4.jpg"
            }
          },
          "MaxResults": 100,
          "MinConfidence": 50,
          "ProjectVersionArn": "arn:aws:rekognition:us-east-1:111122223333:project/my-project/version/my-project.2023-07-31T11.49.37/1690829378219"
        },
        "output": {
          "CustomLabels": [
            {
              "Confidence": 67.56399536132812,
              "Name": "with_leaves"
            },
            {
              "Confidence": 50.65699768066406,
              "Name": "without_leaves"
            }
          ]
        },
        "comments": {
          "input": {
          },
          "output": {
          }
        },
        "description": "Detects custom labels in an image with an Amazon Rekognition Custom Labels model",
        "id": "to-detect-custom-labels-in-images-with-an-amazon-rekognition-custom-labels-model-1690832037913",
        "title": "To detect custom labels in an image with an Amazon Rekognition Custom Labels model"
      }
    ],
    "DetectFaces": [
      {
        "input": {
          "Image": {
            "S3Object": {
              "Bucket": "mybucket",
              "Name": "myphoto"
            }
          }
        },
        "output": {
          "FaceDetails": [
            {
              "BoundingBox": {
                "Height": 0.18000000715255737,
                "Left": 0.5555555820465088,
                "Top": 0.33666667342185974,
                "Width": 0.23999999463558197
              },
              "Confidence": 100,
              "Landmarks": [
                {
                  "Type": "eyeLeft",
                  "X": 0.6394737362861633,
                  "Y": 0.40819624066352844
                },
                {
                  "Type": "eyeRight",
                  "X": 0.7266660928726196,
                  "Y": 0.41039225459098816
                },
                {
                  "Type": "eyeRight",
                  "X": 0.6912462115287781,
                  "Y": 0.44240960478782654
                },
                {
                  "Type": "mouthDown",
                  "X": 0.6306198239326477,
                  "Y": 0.46700039505958557
                },
                {
                  "Type": "mouthUp",
                  "X": 0.7215608954429626,
                  "Y": 0.47114261984825134
                }
              ],
              "Pose": {
                "Pitch": 4.050806522369385,
                "Roll": 0.9950747489929199,
                "Yaw": 13.693790435791016
              },
              "Quality": {
                "Brightness": 37.60169982910156,
                "Sharpness": 80
              }
            }
          ],
          "OrientationCorrection": "ROTATE_0"
        },
        "comments": {
          "input": {
          },
          "output": {
          }
        },
        "description": "This operation detects faces in an image stored in an AWS S3 bucket.",
        "id": "to-detect-faces-in-an-image-1481841782793",
        "title": "To detect faces in an image"
      }
    ],
    "DetectLabels": [
      {
        "input": {
          "Image": {
            "S3Object": {
              "Bucket": "mybucket",
              "Name": "myphoto"
            }
          },
          "MaxLabels": 123,
          "MinConfidence": 70
        },
        "output": {
          "Labels": [
            {
              "Confidence": 99.25072479248047,
              "Name": "People"
            },
            {
              "Confidence": 99.25074005126953,
              "Name": "Person"
            }
          ]
        },
        "comments": {
          "input": {
          },
          "output": {
          }
        },
        "description": "This operation detects labels in the supplied image",
        "id": "to-detect-labels-1481834255770",
        "title": "To detect labels"
      }
    ],
    "DisassociateFaces": [
      {
        "input": {
          "ClientRequestToken": "550e8400-e29b-41d4-a716-446655440003",
          "CollectionId": "MyCollection",
          "FaceIds": [
            "f5817d37-94f6-4335-bfee-6cf79a3d806e",
            "c92265d4-5f9c-43af-a58e-12be0ce02bc3"
          ],
          "UserId": "DemoUser"
        },
        "output": {
          "DisassociatedFaces": [
            {
              "FaceId": "c92265d4-5f9c-43af-a58e-12be0ce02bc3"
            }
          ],
          "UnsuccessfulFaceDisassociations": [
            {
              "FaceId": "f5817d37-94f6-4335-bfee-6cf79a3d806e",
              "Reasons": [
                "ASSOCIATED_TO_A_DIFFERENT_USER"
              ],
              "UserId": "demoUser1"
            }
          ],
          "UserStatus": "UPDATING"
        },
        "comments": {
          "input": {
          },
          "output": {
          }
        },
        "description": "Removes the association between a Face supplied in an array of FaceIds and the User.",
        "id": "disassociatefaces-1686182627295",
        "title": "DisassociateFaces"
      }
    ],
    "DistributeDatasetEntries": [
      {
        "input": {
          "Datasets": [
            {
              "Arn": "arn:aws:rekognition:us-east-1:111122223333:project/my-proj-2/dataset/train/1690564858106"
            },
            {
              "Arn": "arn:aws:rekognition:us-east-1:111122223333:project/my-proj-2/dataset/test/1690564858106"
            }
          ]
        },
        "output": {
        },
        "comments": {
          "input": {
          },
          "output": {
          }
        },
        "description": "Distributes an Amazon Rekognition Custom Labels training dataset to a test dataset.",
        "id": "to-distribute-to-an-amazon-rekognition-custom-labels-dataset-1690816977073",
        "title": "To distribute an Amazon Rekognition Custom Labels dataset"
      }
    ],
    "GetMediaAnalysisJob": [
      {
        "input": {
          "JobId": "861a0645d98ef88efb75477628c011c04942d9d5f58faf2703c393c8cf8c1537"
        },
        "output": {
          "CompletionTimestamp": "2023-07-28T08:05:51.958000-07:00",
          "CreationTimestamp": "2023-07-28T08:05:51.958000-06:00",
          "Input": {
            "S3Object": {
              "Bucket": "input-bucket",
              "Name": "input-manifest.json"
            }
          },
          "JobId": "861a0645d98ef88efb75477628c011c04942d9d5f58faf2703c393c8cf8c1537",
          "JobName": "job-name",
          "ManifestSummary": {
            "S3Object": {
              "Bucket": "output-bucket",
              "Name": "output-location/861a0645d98ef88efb75477628c011c04942d9d5f58faf2703c393c8cf8c1537-manifest-summary.json"
            }
          },
          "OperationsConfig": {
            "DetectModerationLabels": {
              "MinConfidence": 50,
              "ProjectVersion": "arn:aws:rekognition:us-east-1:111122223333:project/my-project/version/1/1690556751958"
            }
          },
          "OutputConfig": {
            "S3Bucket": "output-bucket",
            "S3KeyPrefix": "output-location"
          },
          "Results": {
            "S3Object": {
              "Bucket": "output-bucket",
              "Name": "output-location/861a0645d98ef88efb75477628c011c04942d9d5f58faf2703c393c8cf8c1537-results.jsonl"
            }
          },
          "Status": "SUCCEEDED"
        },
        "comments": {
          "input": {
          },
          "output": {
          }
        },
        "description": "Retrieves the results for a given media analysis job.",
        "id": "getmediaanalysisjob-1697650068124",
        "title": "GetMediaAnalysisJob"
      }
    ],
    "IndexFaces": [
      {
        "input": {
          "CollectionId": "myphotos",
          "DetectionAttributes": [

          ],
          "ExternalImageId": "myphotoid",
          "Image": {
            "S3Object": {
              "Bucket": "mybucket",
              "Name": "myphoto"
            }
          }
        },
        "output": {
          "FaceRecords": [
            {
              "Face": {
                "BoundingBox": {
                  "Height": 0.33481481671333313,
                  "Left": 0.31888890266418457,
                  "Top": 0.4933333396911621,
                  "Width": 0.25
                },
                "Confidence": 99.9991226196289,
                "FaceId": "ff43d742-0c13-5d16-a3e8-03d3f58e980b",
                "ImageId": "465f4e93-763e-51d0-b030-b9667a2d94b1"
              },
              "FaceDetail": {
                "BoundingBox": {
                  "Height": 0.33481481671333313,
                  "Left": 0.31888890266418457,
                  "Top": 0.4933333396911621,
                  "Width": 0.25
                },
                "Confidence": 99.9991226196289,
                "Landmarks": [
                  {
                    "Type": "eyeLeft",
                    "X": 0.3976764678955078,
                    "Y": 0.6248345971107483
                  },
                  {
                    "Type": "eyeRight",
                    "X": 0.4810936450958252,
                    "Y": 0.6317117214202881
                  },
                  {
                    "Type": "noseLeft",
                    "X": 0.41986238956451416,
                    "Y": 0.7111940383911133
                  },
                  {
                    "Type": "mouthDown",
                    "X": 0.40525302290916443,
                    "Y": 0.7497701048851013
                  },
                  {
                    "Type": "mouthUp",
                    "X": 0.4753248989582062,
                    "Y": 0.7558549642562866
                  }
                ],
                "Pose": {
                  "Pitch": -9.713645935058594,
                  "Roll": 4.707281112670898,
                  "Yaw": -24.438663482666016
                },
                "Quality": {
                  "Brightness": 29.23358917236328,
                  "Sharpness": 80
                }
              }
            },
            {
              "Face": {
                "BoundingBox": {
                  "Height": 0.32592591643333435,
                  "Left": 0.5144444704055786,
                  "Top": 0.15111111104488373,
                  "Width": 0.24444444477558136
                },
                "Confidence": 99.99950408935547,
                "FaceId": "8be04dba-4e58-520d-850e-9eae4af70eb2",
                "ImageId": "465f4e93-763e-51d0-b030-b9667a2d94b1"
              },
              "FaceDetail": {
                "BoundingBox": {
                  "Height": 0.32592591643333435,
                  "Left": 0.5144444704055786,
                  "Top": 0.15111111104488373,
                  "Width": 0.24444444477558136
                },
                "Confidence": 99.99950408935547,
                "Landmarks": [
                  {
                    "Type": "eyeLeft",
                    "X": 0.6006892323493958,
                    "Y": 0.290842205286026
                  },
                  {
                    "Type": "eyeRight",
                    "X": 0.6808141469955444,
                    "Y": 0.29609042406082153
                  },
                  {
                    "Type": "noseLeft",
                    "X": 0.6395332217216492,
                    "Y": 0.3522595763206482
                  },
                  {
                    "Type": "mouthDown",
                    "X": 0.5892083048820496,
                    "Y": 0.38689887523651123
                  },
                  {
                    "Type": "mouthUp",
                    "X": 0.674560010433197,
                    "Y": 0.394125759601593
                  }
                ],
                "Pose": {
                  "Pitch": -4.683138370513916,
                  "Roll": 2.1029529571533203,
                  "Yaw": 6.716655254364014
                },
                "Quality": {
                  "Brightness": 34.951698303222656,
                  "Sharpness": 160
                }
              }
            }
          ],
          "OrientationCorrection": "ROTATE_0"
        },
        "comments": {
          "input": {
          },
          "output": {
          }
        },
        "description": "This operation detects faces in an image and adds them to the specified Rekognition collection.",
        "id": "to-add-a-face-to-a-collection-1482179542923",
        "title": "To add a face to a collection"
      }
    ],
    "ListCollections": [
      {
        "input": {
        },
        "output": {
          "CollectionIds": [
            "myphotos"
          ]
        },
        "comments": {
          "input": {
          },
          "output": {
          }
        },
        "description": "This operation returns a list of Rekognition collections.",
        "id": "to-list-the-collections-1482179199088",
        "title": "To list the collections"
      }
    ],
    "ListDatasetEntries": [
      {
        "input": {
          "ContainsLabels": [
            "camellia"
          ],
          "DatasetArn": "arn:aws:rekognition:us-east-1:111122223333:project/my-proj-2/dataset/train/1690564858106",
          "HasErrors": true,
          "Labeled": true,
          "MaxResults": 100,
          "NextToken": "",
          "SourceRefContains": "camellia4.jpg"
        },
        "output": {
          "DatasetEntries": [
            "{\"source-ref\":\"s3://custom-labels-console-us-east-1-1111111111/assets/flowers_1_train_dataset/camellia4.jpg\",\"camellia\":1,\"camellia-metadata\":{\"confidence\":1,\"job-name\":\"labeling-job/camellia\",\"class-name\":\"camellia\",\"human-annotated\":\"yes\",\"creation-date\":\"2021-07-11T03:32:13.456Z\",\"type\":\"groundtruth/image-classification\"},\"with_leaves\":1,\"with_leaves-metadata\":{\"confidence\":1,\"job-name\":\"labeling-job/with_leaves\",\"class-name\":\"with_leaves\",\"human-annotated\":\"yes\",\"creation-date\":\"2021-07-11T03:32:13.456Z\",\"type\":\"groundtruth/image-classification\"},\"cl-metadata\":{\"is_labeled\":true}}"
          ],
          "NextToken": ""
        },
        "comments": {
          "input": {
          },
          "output": {
          }
        },
        "description": "Lists the JSON line entries in an Amazon Rekognition Custom Labels dataset.",
        "id": "to-list-the-entries-in-an-amazon-rekognition-custom-labels-dataset-1690823292345",
        "title": "To list the entries in an Amazon Rekognition Custom Labels dataset"
      }
    ],
    "ListDatasetLabels": [
      {
        "input": {
          "DatasetArn": "arn:aws:rekognition:us-east-1:111122223333:project/my-proj-2/dataset/train/1690564858106",
          "MaxResults": 100,
          "NextToken": ""
        },
        "output": {
          "DatasetLabelDescriptions": [
            {
              "LabelName": "camellia",
              "LabelStats": {
                "EntryCount": 1
              }
            },
            {
              "LabelName": "with_leaves",
              "LabelStats": {
                "EntryCount": 2
              }
            },
            {
              "LabelName": "mediterranean_spurge",
              "LabelStats": {
                "EntryCount": 1
              }
            }
          ]
        },
        "comments": {
          "input": {
          },
          "output": {
          }
        },
        "description": "Lists the JSON line entries in an Amazon Rekognition Custom Labels dataset.",
        "id": "to-list-the-entries-in-an-amazon-rekognition-custom-labels-dataset-1690823292345",
        "title": "To list the entries in an Amazon Rekognition Custom Labels dataset"
      }
    ],
    "ListFaces": [
      {
        "input": {
          "CollectionId": "myphotos",
          "MaxResults": 20
        },
        "output": {
          "FaceModelVersion": "6.0",
          "Faces": [
            {
              "BoundingBox": {
                "Height": 0.056759100407361984,
                "Left": 0.3453829884529114,
                "Top": 0.36568498611450195,
                "Width": 0.03177810087800026
              },
              "Confidence": 99.76940155029297,
              "FaceId": "c92265d4-5f9c-43af-a58e-12be0ce02bc3",
              "ImageId": "56a0ca74-1c83-39dd-b363-051a64168a65",
              "IndexFacesModelVersion": "6.0",
              "UserId": "demoUser2"
            },
            {
              "BoundingBox": {
                "Height": 0.06347999721765518,
                "Left": 0.5160620212554932,
                "Top": 0.6080359816551208,
                "Width": 0.03254450112581253
              },
              "Confidence": 99.94369506835938,
              "FaceId": "851cb847-dccc-4fea-9309-9f4805967855",
              "ImageId": "a8aed589-ceec-35f7-9c04-82e0b546b024",
              "IndexFacesModelVersion": "6.0"
            },
            {
              "BoundingBox": {
                "Height": 0.05266290158033371,
                "Left": 0.6513839960098267,
                "Top": 0.4218429923057556,
                "Width": 0.03094629943370819
              },
              "Confidence": 99.82969665527344,
              "FaceId": "c0eb3b65-24a0-41e1-b23a-1908b1aaeac1",
              "ImageId": "56a0ca74-1c83-39dd-b363-051a64168a65",
              "IndexFacesModelVersion": "6.0"
            }
          ]
        },
        "comments": {
          "input": {
          },
          "output": {
          }
        },
        "description": "This operation lists the faces in a Rekognition collection.",
        "id": "to-list-the-faces-in-a-collection-1482181416530",
        "title": "To list the faces in a collection"
      }
    ],
    "ListMediaAnalysisJobs": [
      {
        "input": {
          "MaxResults": 10
        },
        "output": {
          "MediaAnalysisJobs": [
            {
              "CompletionTimestamp": "2023-07-28T08:05:51.958000-07:00",
              "CreationTimestamp": "2023-07-28T08:05:51.958000-06:00",
              "Input": {
                "S3Object": {
                  "Bucket": "input-bucket",
                  "Name": "input-manifest.json"
                }
              },
              "JobId": "861a0645d98ef88efb75477628c011c04942d9d5f58faf2703c393c8cf8c1537",
              "JobName": "job-name",
              "ManifestSummary": {
                "S3Object": {
                  "Bucket": "output-bucket",
                  "Name": "output-location/861a0645d98ef88efb75477628c011c04942d9d5f58faf2703c393c8cf8c1537-manifest-summary.json"
                }
              },
              "OperationsConfig": {
                "DetectModerationLabels": {
                  "MinConfidence": 50,
                  "ProjectVersion": "arn:aws:rekognition:us-east-1:111122223333:project/my-project/version/1/1690556751958"
                }
              },
              "OutputConfig": {
                "S3Bucket": "output-bucket",
                "S3KeyPrefix": "output-location"
              },
              "Results": {
                "S3Object": {
                  "Bucket": "output-bucket",
                  "Name": "output-location/861a0645d98ef88efb75477628c011c04942d9d5f58faf2703c393c8cf8c1537-results.jsonl"
                }
              },
              "Status": "SUCCEEDED"
            }
          ]
        },
        "comments": {
          "input": {
          },
          "output": {
          }
        },
        "description": "Returns a list of media analysis jobs.",
        "id": "listmediaanalysisjobs-1697650653077",
        "title": "ListMediaAnalysisJobs"
      }
    ],
    "ListProjectPolicies": [
      {
        "input": {
          "MaxResults": 5,
          "NextToken": "",
          "ProjectArn": "arn:aws:rekognition:us-east-1:111122223333:project/my-sdk-project/1656557051929"
        },
        "output": {
          "NextToken": "",
          "ProjectPolicies": [
            {
              "CreationTimestamp": "2022-07-01T11:51:27.086000-07:00",
              "LastUpdatedTimestamp": "2022-07-01T11:51:27.086000-07:00",
              "PolicyDocument": "{\"Version\":\"2012-10-17\",\"Statement\":[{\"Sid\":\"Statemented1\",\"Effect\":\"Allow\",\"Principal\":{\"AWS\":\"arn:aws:iam::111122223333:root\"},\"Action\":\"rekognition:CopyProjectVersion\",\"Resource\":\"*\"}]}",
              "PolicyName": "testPolicy",
              "PolicyRevisionId": "3b274c25e9203a56a99e00e3ff205fbc",
              "ProjectArn": "arn:aws:rekognition:us-east-1:111122223333:project/my-sdk-project/1656557051929"
            }
          ]
        },
        "comments": {
          "input": {
          },
          "output": {
          }
        },
        "description": "This operation lists the project policies that are attached to an Amazon Rekognition Custom Labels project.",
        "id": "listprojectpolicies-1658202290173",
        "title": "ListProjectPolicies"
      }
    ],
    "ListUsers": [
      {
        "input": {
          "CollectionId": "MyCollection"
        },
        "output": {
          "NextToken": "MGYZLAHX1T5a....",
          "Users": [
            {
              "UserId": "demoUser4",
              "UserStatus": "CREATED"
            },
            {
              "UserId": "demoUser2",
              "UserStatus": "CREATED"
            }
          ]
        },
        "comments": {
          "input": {
          },
          "output": {
          }
        },
        "description": "Returns metadata of the User such as UserID in the specified collection.",
        "id": "listusers-1686182360075",
        "title": "ListUsers"
      }
    ],
    "PutProjectPolicy": [
      {
        "input": {
          "PolicyDocument": "'{\"Version\":\"2012-10-17\",\"Statement\":[{\"Effect\":\"ALLOW\",\"Principal\":{\"AWS\":\"principal\"},\"Action\":\"rekognition:CopyProjectVersion\",\"Resource\":\"arn:aws:rekognition:us-east-1:123456789012:project/my-sdk-project/version/DestinationVersionName/1627045542080\"}]}'",
          "PolicyName": "SamplePolicy",
          "PolicyRevisionId": "0123456789abcdef",
          "ProjectArn": "arn:aws:rekognition:us-east-1:111122223333:project/my-sdk-project/1656557051929"
        },
        "output": {
          "PolicyRevisionId": "0123456789abcdef"
        },
        "comments": {
          "input": {
          },
          "output": {
          }
        },
        "description": "This operation attaches a project policy to a Amazon Rekognition Custom Labels project in a trusting AWS account.",
        "id": "putprojectpolicy-1658201727623",
        "title": "PutProjectPolicy"
      }
    ],
    "SearchFaces": [
      {
        "input": {
          "CollectionId": "myphotos",
          "FaceId": "70008e50-75e4-55d0-8e80-363fb73b3a14",
          "FaceMatchThreshold": 90,
          "MaxFaces": 10
        },
        "output": {
          "FaceMatches": [
            {
              "Face": {
                "BoundingBox": {
                  "Height": 0.3259260058403015,
                  "Left": 0.5144439935684204,
                  "Top": 0.15111100673675537,
                  "Width": 0.24444399774074554
                },
                "Confidence": 99.99949645996094,
                "FaceId": "8be04dba-4e58-520d-850e-9eae4af70eb2",
                "ImageId": "465f4e93-763e-51d0-b030-b9667a2d94b1"
              },
              "Similarity": 99.97222137451172
            },
            {
              "Face": {
                "BoundingBox": {
                  "Height": 0.16555599868297577,
                  "Left": 0.30963000655174255,
                  "Top": 0.7066670060157776,
                  "Width": 0.22074100375175476
                },
                "Confidence": 100,
                "FaceId": "29a75abe-397b-5101-ba4f-706783b2246c",
                "ImageId": "147fdf82-7a71-52cf-819b-e786c7b9746e"
              },
              "Similarity": 97.04154968261719
            },
            {
              "Face": {
                "BoundingBox": {
                  "Height": 0.18888899683952332,
                  "Left": 0.3783380091190338,
                  "Top": 0.2355560064315796,
                  "Width": 0.25222599506378174
                },
                "Confidence": 99.9999008178711,
                "FaceId": "908544ad-edc3-59df-8faf-6a87cc256cf5",
                "ImageId": "3c731605-d772-541a-a5e7-0375dbc68a07"
              },
              "Similarity": 95.94520568847656
            }
          ],
          "SearchedFaceId": "70008e50-75e4-55d0-8e80-363fb73b3a14"
        },
        "comments": {
          "input": {
          },
          "output": {
          }
        },
        "description": "This operation searches for matching faces in the collection the supplied face belongs to.",
        "id": "to-delete-a-face-1482182799377",
        "title": "To delete a face"
      }
    ],
    "SearchFacesByImage": [
      {
        "input": {
          "CollectionId": "myphotos",
          "FaceMatchThreshold": 95,
          "Image": {
            "S3Object": {
              "Bucket": "mybucket",
              "Name": "myphoto"
            }
          },
          "MaxFaces": 5
        },
        "output": {
          "FaceMatches": [
            {
              "Face": {
                "BoundingBox": {
                  "Height": 0.3234420120716095,
                  "Left": 0.3233329951763153,
                  "Top": 0.5,
                  "Width": 0.24222199618816376
                },
                "Confidence": 99.99829864501953,
                "FaceId": "38271d79-7bc2-5efb-b752-398a8d575b85",
                "ImageId": "d5631190-d039-54e4-b267-abd22c8647c5"
              },
              "Similarity": 99.97036743164062
            }
          ],
          "SearchedFaceBoundingBox": {
            "Height": 0.33481481671333313,
            "Left": 0.31888890266418457,
            "Top": 0.4933333396911621,
            "Width": 0.25
          },
          "SearchedFaceConfidence": 99.9991226196289
        },
        "comments": {
          "input": {
          },
          "output": {
          }
        },
        "description": "This operation searches for faces in a Rekognition collection that match the largest face in an S3 bucket stored image.",
        "id": "to-search-for-faces-matching-a-supplied-image-1482175994491",
        "title": "To search for faces matching a supplied image"
      }
    ],
    "SearchUsers": [
      {
        "input": {
          "CollectionId": "MyCollection",
          "MaxUsers": 2,
          "UserId": "DemoUser",
          "UserMatchThreshold": 70
        },
        "output": {
          "FaceModelVersion": "6",
          "SearchedUser": {
            "UserId": "DemoUser"
          },
          "UserMatches": [
            {
              "Similarity": 99.88186645507812,
              "User": {
                "UserId": "demoUser1",
                "UserStatus": "ACTIVE"
              }
            }
          ]
        },
        "comments": {
          "input": {
          },
          "output": {
          }
        },
        "description": "Searches for UserIDs within a collection based on a FaceId or UserId.",
        "id": "searchusers-1686182912030",
        "title": "SearchUsers"
      }
    ],
    "SearchUsersByImage": [
      {
        "input": {
          "CollectionId": "MyCollection",
          "Image": {
            "S3Object": {
              "Bucket": "bucket",
              "Name": "input.jpg"
            }
          },
          "MaxUsers": 2,
          "QualityFilter": "MEDIUM",
          "UserMatchThreshold": 70
        },
        "output": {
          "FaceModelVersion": "6",
          "SearchedFace": {
            "FaceDetail": {
              "BoundingBox": {
                "Height": 0.07510016113519669,
                "Left": 0.3598678708076477,
                "Top": 0.5391526818275452,
                "Width": 0.03692837432026863
              }
            }
          },
          "UnsearchedFaces": [
            {
              "FaceDetails": {
                "BoundingBox": {
                  "Height": 0.0682177022099495,
                  "Left": 0.6102562546730042,
                  "Top": 0.5593535900115967,
                  "Width": 0.031677018851041794
                }
              },
              "Reasons": [
                "FACE_NOT_LARGEST"
              ]
            },
            {
              "FaceDetails": {
                "BoundingBox": {
                  "Height": 0.06347997486591339,
                  "Left": 0.516062319278717,
                  "Top": 0.6080358028411865,
                  "Width": 0.03254449740052223
                }
              },
              "Reasons": [
                "FACE_NOT_LARGEST"
              ]
            }
          ],
          "UserMatches": [
            {
              "Similarity": 99.88186645507812,
              "User": {
                "UserId": "demoUser1",
                "UserStatus": "ACTIVE"
              }
            }
          ]
        },
        "comments": {
          "input": {
          },
          "output": {
          }
        },
        "description": "Searches for UserIDs using a supplied image.",
        "id": "searchusersbyimage-1686183178610",
        "title": "SearchUsersByImage"
      }
    ],
    "StartMediaAnalysisJob": [
      {
        "input": {
          "Input": {
            "S3Object": {
              "Bucket": "input-bucket",
              "Name": "input-manifest.json"
            }
          },
          "JobName": "job-name",
          "OperationsConfig": {
            "DetectModerationLabels": {
              "MinConfidence": 50,
              "ProjectVersion": "arn:aws:rekognition:us-east-1:111122223333:project/my-project/version/1/1690556751958"
            }
          },
          "OutputConfig": {
            "S3Bucket": "output-bucket",
            "S3KeyPrefix": "output-location"
          }
        },
        "output": {
          "JobId": "861a0645d98ef88efb75477628c011c04942d9d5f58faf2703c393c8cf8c1537"
        },
        "comments": {
          "input": {
          },
          "output": {
          }
        },
        "description": "Initiates a new media analysis job.",
        "id": "startmediaanalysisjob-1697651090922",
        "title": "StartMediaAnalysisJob"
      }
    ],
    "StartProjectVersion": [
      {
        "input": {
          "MaxInferenceUnits": 1,
          "MinInferenceUnits": 1,
          "ProjectVersionArn": "arn:aws:rekognition:us-east-1:111122223333:project/my-project/version/1/1690556751958"
        },
        "output": {
          "Status": "STARTING"
        },
        "comments": {
          "input": {
          },
          "output": {
          }
        },
        "description": "Starts a version of an Amazon Rekognition Custom Labels model.",
        "id": "to-start-an-amazon-rekognition-custom-labels-model-1690559168398",
        "title": "To start an Amazon Rekognition Custom Labels model"
      }
    ],
    "StopProjectVersion": [
      {
        "input": {
          "ProjectVersionArn": "arn:aws:rekognition:us-east-1:111122223333:project/my-project/version/1/1690556751958"
        },
        "output": {
          "Status": "STOPPING"
        },
        "comments": {
          "input": {
          },
          "output": {
          }
        },
        "description": "Stops a version of an Amazon Rekognition Custom Labels model.",
        "id": "to-stop-an-amazon-rekognition-custom-labels-model-1690561110698",
        "title": "To stop an Amazon Rekognition Custom Labels model."
      }
    ],
    "UpdateDatasetEntries": [
      {
        "input": {
          "Changes": {
            "GroundTruth": "{\"source-ref\":\"s3://custom-labels-console-us-east-1-111111111/assets/flowers_1_test_dataset/mediterranean_spurge4.jpg\",\"mediterranean_spurge\":1,\"mediterranean_spurge-metadata\":{\"confidence\":1,\"job-name\":\"labeling-job/mediterranean_spurge\",\"class-name\":\"mediterranean_spurge\",\"human-annotated\":\"yes\",\"creation-date\":\"2021-07-11T03:33:42.025Z\",\"type\":\"groundtruth/image-classification\"},\"with_leaves\":1,\"with_leaves-metadata\":{\"confidence\":1,\"job-name\":\"labeling-job/with_leaves\",\"class-name\":\"with_leaves\",\"human-annotated\":\"yes\",\"creation-date\":\"2021-07-11T03:33:42.025Z\",\"type\":\"groundtruth/image-classification\"}}"
          },
          "DatasetArn": "arn:aws:rekognition:us-east-1:111122223333:project/my-proj-2/dataset/train/1690564858106"
        },
        "output": {
        },
        "comments": {
          "input": {
          },
          "output": {
          }
        },
        "description": "Adds dataset entries to an Amazon Rekognition Custom Labels dataset.",
        "id": "to-add-dataset-entries-to-an-amazon-rekognition-custom-labels-dataset-1690816977073",
        "title": "To-add dataset entries to an Amazon Rekognition Custom Labels dataset"
      }
    ]
  }
}