# WARNING ABOUT GENERATED CODE
#
# This file is generated. See the contributing guide for more information:
# https://github.com/aws/aws-sdk-ruby/blob/version-3/CONTRIBUTING.md
#
# WARNING ABOUT GENERATED CODE

module Aws::Rekognition
  module Types

    class AccessDeniedException < Aws::EmptyStructure
    end

    class AgeRange
      attr_accessor low: ::Integer
      attr_accessor high: ::Integer
      SENSITIVE: []
    end

    class Asset
      attr_accessor ground_truth_manifest: Types::GroundTruthManifest
      SENSITIVE: []
    end

    class AssociateFacesRequest
      attr_accessor collection_id: ::String
      attr_accessor user_id: ::String
      attr_accessor face_ids: ::Array[::String]
      attr_accessor user_match_threshold: ::Float
      attr_accessor client_request_token: ::String
      SENSITIVE: []
    end

    class AssociateFacesResponse
      attr_accessor associated_faces: ::Array[Types::AssociatedFace]
      attr_accessor unsuccessful_face_associations: ::Array[Types::UnsuccessfulFaceAssociation]
      attr_accessor user_status: ("ACTIVE" | "UPDATING" | "CREATING" | "CREATED")
      SENSITIVE: []
    end

    class AssociatedFace
      attr_accessor face_id: ::String
      SENSITIVE: []
    end

    class AudioMetadata
      attr_accessor codec: ::String
      attr_accessor duration_millis: ::Integer
      attr_accessor sample_rate: ::Integer
      attr_accessor number_of_channels: ::Integer
      SENSITIVE: []
    end

    class AuditImage
      attr_accessor bytes: ::String
      attr_accessor s3_object: Types::S3Object
      attr_accessor bounding_box: Types::BoundingBox
      SENSITIVE: [:bytes]
    end

    class Beard
      attr_accessor value: bool
      attr_accessor confidence: ::Float
      SENSITIVE: []
    end

    class BlackFrame
      attr_accessor max_pixel_threshold: ::Float
      attr_accessor min_coverage_percentage: ::Float
      SENSITIVE: []
    end

    class BoundingBox
      attr_accessor width: ::Float
      attr_accessor height: ::Float
      attr_accessor left: ::Float
      attr_accessor top: ::Float
      SENSITIVE: []
    end

    class Celebrity
      attr_accessor urls: ::Array[::String]
      attr_accessor name: ::String
      attr_accessor id: ::String
      attr_accessor face: Types::ComparedFace
      attr_accessor match_confidence: ::Float
      attr_accessor known_gender: Types::KnownGender
      SENSITIVE: []
    end

    class CelebrityDetail
      attr_accessor urls: ::Array[::String]
      attr_accessor name: ::String
      attr_accessor id: ::String
      attr_accessor confidence: ::Float
      attr_accessor bounding_box: Types::BoundingBox
      attr_accessor face: Types::FaceDetail
      attr_accessor known_gender: Types::KnownGender
      SENSITIVE: []
    end

    class CelebrityRecognition
      attr_accessor timestamp: ::Integer
      attr_accessor celebrity: Types::CelebrityDetail
      SENSITIVE: []
    end

    class CompareFacesMatch
      attr_accessor similarity: ::Float
      attr_accessor face: Types::ComparedFace
      SENSITIVE: []
    end

    class CompareFacesRequest
      attr_accessor source_image: Types::Image
      attr_accessor target_image: Types::Image
      attr_accessor similarity_threshold: ::Float
      attr_accessor quality_filter: ("NONE" | "AUTO" | "LOW" | "MEDIUM" | "HIGH")
      SENSITIVE: []
    end

    class CompareFacesResponse
      attr_accessor source_image_face: Types::ComparedSourceImageFace
      attr_accessor face_matches: ::Array[Types::CompareFacesMatch]
      attr_accessor unmatched_faces: ::Array[Types::ComparedFace]
      attr_accessor source_image_orientation_correction: ("ROTATE_0" | "ROTATE_90" | "ROTATE_180" | "ROTATE_270")
      attr_accessor target_image_orientation_correction: ("ROTATE_0" | "ROTATE_90" | "ROTATE_180" | "ROTATE_270")
      SENSITIVE: []
    end

    class ComparedFace
      attr_accessor bounding_box: Types::BoundingBox
      attr_accessor confidence: ::Float
      attr_accessor landmarks: ::Array[Types::Landmark]
      attr_accessor pose: Types::Pose
      attr_accessor quality: Types::ImageQuality
      attr_accessor emotions: ::Array[Types::Emotion]
      attr_accessor smile: Types::Smile
      SENSITIVE: []
    end

    class ComparedSourceImageFace
      attr_accessor bounding_box: Types::BoundingBox
      attr_accessor confidence: ::Float
      SENSITIVE: []
    end

    class ConflictException < Aws::EmptyStructure
    end

    class ConnectedHomeSettings
      attr_accessor labels: ::Array[::String]
      attr_accessor min_confidence: ::Float
      SENSITIVE: []
    end

    class ConnectedHomeSettingsForUpdate
      attr_accessor labels: ::Array[::String]
      attr_accessor min_confidence: ::Float
      SENSITIVE: []
    end

    class ContentModerationDetection
      attr_accessor timestamp: ::Integer
      attr_accessor moderation_label: Types::ModerationLabel
      attr_accessor start_timestamp_millis: ::Integer
      attr_accessor end_timestamp_millis: ::Integer
      attr_accessor duration_millis: ::Integer
      SENSITIVE: []
    end

    class ContentType
      attr_accessor confidence: ::Float
      attr_accessor name: ::String
      SENSITIVE: []
    end

    class CopyProjectVersionRequest
      attr_accessor source_project_arn: ::String
      attr_accessor source_project_version_arn: ::String
      attr_accessor destination_project_arn: ::String
      attr_accessor version_name: ::String
      attr_accessor output_config: Types::OutputConfig
      attr_accessor tags: ::Hash[::String, ::String]
      attr_accessor kms_key_id: ::String
      SENSITIVE: []
    end

    class CopyProjectVersionResponse
      attr_accessor project_version_arn: ::String
      SENSITIVE: []
    end

    class CoversBodyPart
      attr_accessor confidence: ::Float
      attr_accessor value: bool
      SENSITIVE: []
    end

    class CreateCollectionRequest
      attr_accessor collection_id: ::String
      attr_accessor tags: ::Hash[::String, ::String]
      SENSITIVE: []
    end

    class CreateCollectionResponse
      attr_accessor status_code: ::Integer
      attr_accessor collection_arn: ::String
      attr_accessor face_model_version: ::String
      SENSITIVE: []
    end

    class CreateDatasetRequest
      attr_accessor dataset_source: Types::DatasetSource
      attr_accessor dataset_type: ("TRAIN" | "TEST")
      attr_accessor project_arn: ::String
      SENSITIVE: []
    end

    class CreateDatasetResponse
      attr_accessor dataset_arn: ::String
      SENSITIVE: []
    end

    class CreateFaceLivenessSessionRequest
      attr_accessor kms_key_id: ::String
      attr_accessor settings: Types::CreateFaceLivenessSessionRequestSettings
      attr_accessor client_request_token: ::String
      SENSITIVE: []
    end

    class CreateFaceLivenessSessionRequestSettings
      attr_accessor output_config: Types::LivenessOutputConfig
      attr_accessor audit_images_limit: ::Integer
      SENSITIVE: []
    end

    class CreateFaceLivenessSessionResponse
      attr_accessor session_id: ::String
      SENSITIVE: []
    end

    class CreateProjectRequest
      attr_accessor project_name: ::String
      attr_accessor feature: ("CONTENT_MODERATION" | "CUSTOM_LABELS")
      attr_accessor auto_update: ("ENABLED" | "DISABLED")
      SENSITIVE: []
    end

    class CreateProjectResponse
      attr_accessor project_arn: ::String
      SENSITIVE: []
    end

    class CreateProjectVersionRequest
      attr_accessor project_arn: ::String
      attr_accessor version_name: ::String
      attr_accessor output_config: Types::OutputConfig
      attr_accessor training_data: Types::TrainingData
      attr_accessor testing_data: Types::TestingData
      attr_accessor tags: ::Hash[::String, ::String]
      attr_accessor kms_key_id: ::String
      attr_accessor version_description: ::String
      attr_accessor feature_config: Types::CustomizationFeatureConfig
      SENSITIVE: []
    end

    class CreateProjectVersionResponse
      attr_accessor project_version_arn: ::String
      SENSITIVE: []
    end

    class CreateStreamProcessorRequest
      attr_accessor input: Types::StreamProcessorInput
      attr_accessor output: Types::StreamProcessorOutput
      attr_accessor name: ::String
      attr_accessor settings: Types::StreamProcessorSettings
      attr_accessor role_arn: ::String
      attr_accessor tags: ::Hash[::String, ::String]
      attr_accessor notification_channel: Types::StreamProcessorNotificationChannel
      attr_accessor kms_key_id: ::String
      attr_accessor regions_of_interest: ::Array[Types::RegionOfInterest]
      attr_accessor data_sharing_preference: Types::StreamProcessorDataSharingPreference
      SENSITIVE: []
    end

    class CreateStreamProcessorResponse
      attr_accessor stream_processor_arn: ::String
      SENSITIVE: []
    end

    class CreateUserRequest
      attr_accessor collection_id: ::String
      attr_accessor user_id: ::String
      attr_accessor client_request_token: ::String
      SENSITIVE: []
    end

    class CreateUserResponse < Aws::EmptyStructure
    end

    class CustomLabel
      attr_accessor name: ::String
      attr_accessor confidence: ::Float
      attr_accessor geometry: Types::Geometry
      SENSITIVE: []
    end

    class CustomizationFeatureConfig
      attr_accessor content_moderation: Types::CustomizationFeatureContentModerationConfig
      SENSITIVE: []
    end

    class CustomizationFeatureContentModerationConfig
      attr_accessor confidence_threshold: ::Float
      SENSITIVE: []
    end

    class DatasetChanges
      attr_accessor ground_truth: ::String
      SENSITIVE: []
    end

    class DatasetDescription
      attr_accessor creation_timestamp: ::Time
      attr_accessor last_updated_timestamp: ::Time
      attr_accessor status: ("CREATE_IN_PROGRESS" | "CREATE_COMPLETE" | "CREATE_FAILED" | "UPDATE_IN_PROGRESS" | "UPDATE_COMPLETE" | "UPDATE_FAILED" | "DELETE_IN_PROGRESS")
      attr_accessor status_message: ::String
      attr_accessor status_message_code: ("SUCCESS" | "SERVICE_ERROR" | "CLIENT_ERROR")
      attr_accessor dataset_stats: Types::DatasetStats
      SENSITIVE: []
    end

    class DatasetLabelDescription
      attr_accessor label_name: ::String
      attr_accessor label_stats: Types::DatasetLabelStats
      SENSITIVE: []
    end

    class DatasetLabelStats
      attr_accessor entry_count: ::Integer
      attr_accessor bounding_box_count: ::Integer
      SENSITIVE: []
    end

    class DatasetMetadata
      attr_accessor creation_timestamp: ::Time
      attr_accessor dataset_type: ("TRAIN" | "TEST")
      attr_accessor dataset_arn: ::String
      attr_accessor status: ("CREATE_IN_PROGRESS" | "CREATE_COMPLETE" | "CREATE_FAILED" | "UPDATE_IN_PROGRESS" | "UPDATE_COMPLETE" | "UPDATE_FAILED" | "DELETE_IN_PROGRESS")
      attr_accessor status_message: ::String
      attr_accessor status_message_code: ("SUCCESS" | "SERVICE_ERROR" | "CLIENT_ERROR")
      SENSITIVE: []
    end

    class DatasetSource
      attr_accessor ground_truth_manifest: Types::GroundTruthManifest
      attr_accessor dataset_arn: ::String
      SENSITIVE: []
    end

    class DatasetStats
      attr_accessor labeled_entries: ::Integer
      attr_accessor total_entries: ::Integer
      attr_accessor total_labels: ::Integer
      attr_accessor error_entries: ::Integer
      SENSITIVE: []
    end

    class DeleteCollectionRequest
      attr_accessor collection_id: ::String
      SENSITIVE: []
    end

    class DeleteCollectionResponse
      attr_accessor status_code: ::Integer
      SENSITIVE: []
    end

    class DeleteDatasetRequest
      attr_accessor dataset_arn: ::String
      SENSITIVE: []
    end

    class DeleteDatasetResponse < Aws::EmptyStructure
    end

    class DeleteFacesRequest
      attr_accessor collection_id: ::String
      attr_accessor face_ids: ::Array[::String]
      SENSITIVE: []
    end

    class DeleteFacesResponse
      attr_accessor deleted_faces: ::Array[::String]
      attr_accessor unsuccessful_face_deletions: ::Array[Types::UnsuccessfulFaceDeletion]
      SENSITIVE: []
    end

    class DeleteProjectPolicyRequest
      attr_accessor project_arn: ::String
      attr_accessor policy_name: ::String
      attr_accessor policy_revision_id: ::String
      SENSITIVE: []
    end

    class DeleteProjectPolicyResponse < Aws::EmptyStructure
    end

    class DeleteProjectRequest
      attr_accessor project_arn: ::String
      SENSITIVE: []
    end

    class DeleteProjectResponse
      attr_accessor status: ("CREATING" | "CREATED" | "DELETING")
      SENSITIVE: []
    end

    class DeleteProjectVersionRequest
      attr_accessor project_version_arn: ::String
      SENSITIVE: []
    end

    class DeleteProjectVersionResponse
      attr_accessor status: ("TRAINING_IN_PROGRESS" | "TRAINING_COMPLETED" | "TRAINING_FAILED" | "STARTING" | "RUNNING" | "FAILED" | "STOPPING" | "STOPPED" | "DELETING" | "COPYING_IN_PROGRESS" | "COPYING_COMPLETED" | "COPYING_FAILED" | "DEPRECATED" | "EXPIRED")
      SENSITIVE: []
    end

    class DeleteStreamProcessorRequest
      attr_accessor name: ::String
      SENSITIVE: []
    end

    class DeleteStreamProcessorResponse < Aws::EmptyStructure
    end

    class DeleteUserRequest
      attr_accessor collection_id: ::String
      attr_accessor user_id: ::String
      attr_accessor client_request_token: ::String
      SENSITIVE: []
    end

    class DeleteUserResponse < Aws::EmptyStructure
    end

    class DescribeCollectionRequest
      attr_accessor collection_id: ::String
      SENSITIVE: []
    end

    class DescribeCollectionResponse
      attr_accessor face_count: ::Integer
      attr_accessor face_model_version: ::String
      attr_accessor collection_arn: ::String
      attr_accessor creation_timestamp: ::Time
      attr_accessor user_count: ::Integer
      SENSITIVE: []
    end

    class DescribeDatasetRequest
      attr_accessor dataset_arn: ::String
      SENSITIVE: []
    end

    class DescribeDatasetResponse
      attr_accessor dataset_description: Types::DatasetDescription
      SENSITIVE: []
    end

    class DescribeProjectVersionsRequest
      attr_accessor project_arn: ::String
      attr_accessor version_names: ::Array[::String]
      attr_accessor next_token: ::String
      attr_accessor max_results: ::Integer
      SENSITIVE: []
    end

    class DescribeProjectVersionsResponse
      attr_accessor project_version_descriptions: ::Array[Types::ProjectVersionDescription]
      attr_accessor next_token: ::String
      SENSITIVE: []
    end

    class DescribeProjectsRequest
      attr_accessor next_token: ::String
      attr_accessor max_results: ::Integer
      attr_accessor project_names: ::Array[::String]
      attr_accessor features: ::Array[("CONTENT_MODERATION" | "CUSTOM_LABELS")]
      SENSITIVE: []
    end

    class DescribeProjectsResponse
      attr_accessor project_descriptions: ::Array[Types::ProjectDescription]
      attr_accessor next_token: ::String
      SENSITIVE: []
    end

    class DescribeStreamProcessorRequest
      attr_accessor name: ::String
      SENSITIVE: []
    end

    class DescribeStreamProcessorResponse
      attr_accessor name: ::String
      attr_accessor stream_processor_arn: ::String
      attr_accessor status: ("STOPPED" | "STARTING" | "RUNNING" | "FAILED" | "STOPPING" | "UPDATING")
      attr_accessor status_message: ::String
      attr_accessor creation_timestamp: ::Time
      attr_accessor last_update_timestamp: ::Time
      attr_accessor input: Types::StreamProcessorInput
      attr_accessor output: Types::StreamProcessorOutput
      attr_accessor role_arn: ::String
      attr_accessor settings: Types::StreamProcessorSettings
      attr_accessor notification_channel: Types::StreamProcessorNotificationChannel
      attr_accessor kms_key_id: ::String
      attr_accessor regions_of_interest: ::Array[Types::RegionOfInterest]
      attr_accessor data_sharing_preference: Types::StreamProcessorDataSharingPreference
      SENSITIVE: []
    end

    class DetectCustomLabelsRequest
      attr_accessor project_version_arn: ::String
      attr_accessor image: Types::Image
      attr_accessor max_results: ::Integer
      attr_accessor min_confidence: ::Float
      SENSITIVE: []
    end

    class DetectCustomLabelsResponse
      attr_accessor custom_labels: ::Array[Types::CustomLabel]
      SENSITIVE: []
    end

    class DetectFacesRequest
      attr_accessor image: Types::Image
      attr_accessor attributes: ::Array[("DEFAULT" | "ALL" | "AGE_RANGE" | "BEARD" | "EMOTIONS" | "EYE_DIRECTION" | "EYEGLASSES" | "EYES_OPEN" | "GENDER" | "MOUTH_OPEN" | "MUSTACHE" | "FACE_OCCLUDED" | "SMILE" | "SUNGLASSES")]
      SENSITIVE: []
    end

    class DetectFacesResponse
      attr_accessor face_details: ::Array[Types::FaceDetail]
      attr_accessor orientation_correction: ("ROTATE_0" | "ROTATE_90" | "ROTATE_180" | "ROTATE_270")
      SENSITIVE: []
    end

    class DetectLabelsImageBackground
      attr_accessor quality: Types::DetectLabelsImageQuality
      attr_accessor dominant_colors: ::Array[Types::DominantColor]
      SENSITIVE: []
    end

    class DetectLabelsImageForeground
      attr_accessor quality: Types::DetectLabelsImageQuality
      attr_accessor dominant_colors: ::Array[Types::DominantColor]
      SENSITIVE: []
    end

    class DetectLabelsImageProperties
      attr_accessor quality: Types::DetectLabelsImageQuality
      attr_accessor dominant_colors: ::Array[Types::DominantColor]
      attr_accessor foreground: Types::DetectLabelsImageForeground
      attr_accessor background: Types::DetectLabelsImageBackground
      SENSITIVE: []
    end

    class DetectLabelsImagePropertiesSettings
      attr_accessor max_dominant_colors: ::Integer
      SENSITIVE: []
    end

    class DetectLabelsImageQuality
      attr_accessor brightness: ::Float
      attr_accessor sharpness: ::Float
      attr_accessor contrast: ::Float
      SENSITIVE: []
    end

    class DetectLabelsRequest
      attr_accessor image: Types::Image
      attr_accessor max_labels: ::Integer
      attr_accessor min_confidence: ::Float
      attr_accessor features: ::Array[("GENERAL_LABELS" | "IMAGE_PROPERTIES")]
      attr_accessor settings: Types::DetectLabelsSettings
      SENSITIVE: []
    end

    class DetectLabelsResponse
      attr_accessor labels: ::Array[Types::Label]
      attr_accessor orientation_correction: ("ROTATE_0" | "ROTATE_90" | "ROTATE_180" | "ROTATE_270")
      attr_accessor label_model_version: ::String
      attr_accessor image_properties: Types::DetectLabelsImageProperties
      SENSITIVE: []
    end

    class DetectLabelsSettings
      attr_accessor general_labels: Types::GeneralLabelsSettings
      attr_accessor image_properties: Types::DetectLabelsImagePropertiesSettings
      SENSITIVE: []
    end

    class DetectModerationLabelsRequest
      attr_accessor image: Types::Image
      attr_accessor min_confidence: ::Float
      attr_accessor human_loop_config: Types::HumanLoopConfig
      attr_accessor project_version: ::String
      SENSITIVE: []
    end

    class DetectModerationLabelsResponse
      attr_accessor moderation_labels: ::Array[Types::ModerationLabel]
      attr_accessor moderation_model_version: ::String
      attr_accessor human_loop_activation_output: Types::HumanLoopActivationOutput
      attr_accessor project_version: ::String
      attr_accessor content_types: ::Array[Types::ContentType]
      SENSITIVE: []
    end

    class DetectProtectiveEquipmentRequest
      attr_accessor image: Types::Image
      attr_accessor summarization_attributes: Types::ProtectiveEquipmentSummarizationAttributes
      SENSITIVE: []
    end

    class DetectProtectiveEquipmentResponse
      attr_accessor protective_equipment_model_version: ::String
      attr_accessor persons: ::Array[Types::ProtectiveEquipmentPerson]
      attr_accessor summary: Types::ProtectiveEquipmentSummary
      SENSITIVE: []
    end

    class DetectTextFilters
      attr_accessor word_filter: Types::DetectionFilter
      attr_accessor regions_of_interest: ::Array[Types::RegionOfInterest]
      SENSITIVE: []
    end

    class DetectTextRequest
      attr_accessor image: Types::Image
      attr_accessor filters: Types::DetectTextFilters
      SENSITIVE: []
    end

    class DetectTextResponse
      attr_accessor text_detections: ::Array[Types::TextDetection]
      attr_accessor text_model_version: ::String
      SENSITIVE: []
    end

    class DetectionFilter
      attr_accessor min_confidence: ::Float
      attr_accessor min_bounding_box_height: ::Float
      attr_accessor min_bounding_box_width: ::Float
      SENSITIVE: []
    end

    class DisassociateFacesRequest
      attr_accessor collection_id: ::String
      attr_accessor user_id: ::String
      attr_accessor client_request_token: ::String
      attr_accessor face_ids: ::Array[::String]
      SENSITIVE: []
    end

    class DisassociateFacesResponse
      attr_accessor disassociated_faces: ::Array[Types::DisassociatedFace]
      attr_accessor unsuccessful_face_disassociations: ::Array[Types::UnsuccessfulFaceDisassociation]
      attr_accessor user_status: ("ACTIVE" | "UPDATING" | "CREATING" | "CREATED")
      SENSITIVE: []
    end

    class DisassociatedFace
      attr_accessor face_id: ::String
      SENSITIVE: []
    end

    class DistributeDataset
      attr_accessor arn: ::String
      SENSITIVE: []
    end

    class DistributeDatasetEntriesRequest
      attr_accessor datasets: ::Array[Types::DistributeDataset]
      SENSITIVE: []
    end

    class DistributeDatasetEntriesResponse < Aws::EmptyStructure
    end

    class DominantColor
      attr_accessor red: ::Integer
      attr_accessor blue: ::Integer
      attr_accessor green: ::Integer
      attr_accessor hex_code: ::String
      attr_accessor css_color: ::String
      attr_accessor simplified_color: ::String
      attr_accessor pixel_percent: ::Float
      SENSITIVE: []
    end

    class Emotion
      attr_accessor type: ("HAPPY" | "SAD" | "ANGRY" | "CONFUSED" | "DISGUSTED" | "SURPRISED" | "CALM" | "UNKNOWN" | "FEAR")
      attr_accessor confidence: ::Float
      SENSITIVE: []
    end

    class EquipmentDetection
      attr_accessor bounding_box: Types::BoundingBox
      attr_accessor confidence: ::Float
      attr_accessor type: ("FACE_COVER" | "HAND_COVER" | "HEAD_COVER")
      attr_accessor covers_body_part: Types::CoversBodyPart
      SENSITIVE: []
    end

    class EvaluationResult
      attr_accessor f1_score: ::Float
      attr_accessor summary: Types::Summary
      SENSITIVE: []
    end

    class EyeDirection
      attr_accessor yaw: ::Float
      attr_accessor pitch: ::Float
      attr_accessor confidence: ::Float
      SENSITIVE: []
    end

    class EyeOpen
      attr_accessor value: bool
      attr_accessor confidence: ::Float
      SENSITIVE: []
    end

    class Eyeglasses
      attr_accessor value: bool
      attr_accessor confidence: ::Float
      SENSITIVE: []
    end

    class Face
      attr_accessor face_id: ::String
      attr_accessor bounding_box: Types::BoundingBox
      attr_accessor image_id: ::String
      attr_accessor external_image_id: ::String
      attr_accessor confidence: ::Float
      attr_accessor index_faces_model_version: ::String
      attr_accessor user_id: ::String
      SENSITIVE: []
    end

    class FaceDetail
      attr_accessor bounding_box: Types::BoundingBox
      attr_accessor age_range: Types::AgeRange
      attr_accessor smile: Types::Smile
      attr_accessor eyeglasses: Types::Eyeglasses
      attr_accessor sunglasses: Types::Sunglasses
      attr_accessor gender: Types::Gender
      attr_accessor beard: Types::Beard
      attr_accessor mustache: Types::Mustache
      attr_accessor eyes_open: Types::EyeOpen
      attr_accessor mouth_open: Types::MouthOpen
      attr_accessor emotions: ::Array[Types::Emotion]
      attr_accessor landmarks: ::Array[Types::Landmark]
      attr_accessor pose: Types::Pose
      attr_accessor quality: Types::ImageQuality
      attr_accessor confidence: ::Float
      attr_accessor face_occluded: Types::FaceOccluded
      attr_accessor eye_direction: Types::EyeDirection
      SENSITIVE: []
    end

    class FaceDetection
      attr_accessor timestamp: ::Integer
      attr_accessor face: Types::FaceDetail
      SENSITIVE: []
    end

    class FaceMatch
      attr_accessor similarity: ::Float
      attr_accessor face: Types::Face
      SENSITIVE: []
    end

    class FaceOccluded
      attr_accessor value: bool
      attr_accessor confidence: ::Float
      SENSITIVE: []
    end

    class FaceRecord
      attr_accessor face: Types::Face
      attr_accessor face_detail: Types::FaceDetail
      SENSITIVE: []
    end

    class FaceSearchSettings
      attr_accessor collection_id: ::String
      attr_accessor face_match_threshold: ::Float
      SENSITIVE: []
    end

    class Gender
      attr_accessor value: ("Male" | "Female")
      attr_accessor confidence: ::Float
      SENSITIVE: []
    end

    class GeneralLabelsSettings
      attr_accessor label_inclusion_filters: ::Array[::String]
      attr_accessor label_exclusion_filters: ::Array[::String]
      attr_accessor label_category_inclusion_filters: ::Array[::String]
      attr_accessor label_category_exclusion_filters: ::Array[::String]
      SENSITIVE: []
    end

    class Geometry
      attr_accessor bounding_box: Types::BoundingBox
      attr_accessor polygon: ::Array[Types::Point]
      SENSITIVE: []
    end

    class GetCelebrityInfoRequest
      attr_accessor id: ::String
      SENSITIVE: []
    end

    class GetCelebrityInfoResponse
      attr_accessor urls: ::Array[::String]
      attr_accessor name: ::String
      attr_accessor known_gender: Types::KnownGender
      SENSITIVE: []
    end

    class GetCelebrityRecognitionRequest
      attr_accessor job_id: ::String
      attr_accessor max_results: ::Integer
      attr_accessor next_token: ::String
      attr_accessor sort_by: ("ID" | "TIMESTAMP")
      SENSITIVE: []
    end

    class GetCelebrityRecognitionResponse
      attr_accessor job_status: ("IN_PROGRESS" | "SUCCEEDED" | "FAILED")
      attr_accessor status_message: ::String
      attr_accessor video_metadata: Types::VideoMetadata
      attr_accessor next_token: ::String
      attr_accessor celebrities: ::Array[Types::CelebrityRecognition]
      attr_accessor job_id: ::String
      attr_accessor video: Types::Video
      attr_accessor job_tag: ::String
      SENSITIVE: []
    end

    class GetContentModerationRequest
      attr_accessor job_id: ::String
      attr_accessor max_results: ::Integer
      attr_accessor next_token: ::String
      attr_accessor sort_by: ("NAME" | "TIMESTAMP")
      attr_accessor aggregate_by: ("TIMESTAMPS" | "SEGMENTS")
      SENSITIVE: []
    end

    class GetContentModerationRequestMetadata
      attr_accessor sort_by: ("NAME" | "TIMESTAMP")
      attr_accessor aggregate_by: ("TIMESTAMPS" | "SEGMENTS")
      SENSITIVE: []
    end

    class GetContentModerationResponse
      attr_accessor job_status: ("IN_PROGRESS" | "SUCCEEDED" | "FAILED")
      attr_accessor status_message: ::String
      attr_accessor video_metadata: Types::VideoMetadata
      attr_accessor moderation_labels: ::Array[Types::ContentModerationDetection]
      attr_accessor next_token: ::String
      attr_accessor moderation_model_version: ::String
      attr_accessor job_id: ::String
      attr_accessor video: Types::Video
      attr_accessor job_tag: ::String
      attr_accessor get_request_metadata: Types::GetContentModerationRequestMetadata
      SENSITIVE: []
    end

    class GetFaceDetectionRequest
      attr_accessor job_id: ::String
      attr_accessor max_results: ::Integer
      attr_accessor next_token: ::String
      SENSITIVE: []
    end

    class GetFaceDetectionResponse
      attr_accessor job_status: ("IN_PROGRESS" | "SUCCEEDED" | "FAILED")
      attr_accessor status_message: ::String
      attr_accessor video_metadata: Types::VideoMetadata
      attr_accessor next_token: ::String
      attr_accessor faces: ::Array[Types::FaceDetection]
      attr_accessor job_id: ::String
      attr_accessor video: Types::Video
      attr_accessor job_tag: ::String
      SENSITIVE: []
    end

    class GetFaceLivenessSessionResultsRequest
      attr_accessor session_id: ::String
      SENSITIVE: []
    end

    class GetFaceLivenessSessionResultsResponse
      attr_accessor session_id: ::String
      attr_accessor status: ("CREATED" | "IN_PROGRESS" | "SUCCEEDED" | "FAILED" | "EXPIRED")
      attr_accessor confidence: ::Float
      attr_accessor reference_image: Types::AuditImage
      attr_accessor audit_images: ::Array[Types::AuditImage]
      SENSITIVE: []
    end

    class GetFaceSearchRequest
      attr_accessor job_id: ::String
      attr_accessor max_results: ::Integer
      attr_accessor next_token: ::String
      attr_accessor sort_by: ("INDEX" | "TIMESTAMP")
      SENSITIVE: []
    end

    class GetFaceSearchResponse
      attr_accessor job_status: ("IN_PROGRESS" | "SUCCEEDED" | "FAILED")
      attr_accessor status_message: ::String
      attr_accessor next_token: ::String
      attr_accessor video_metadata: Types::VideoMetadata
      attr_accessor persons: ::Array[Types::PersonMatch]
      attr_accessor job_id: ::String
      attr_accessor video: Types::Video
      attr_accessor job_tag: ::String
      SENSITIVE: []
    end

    class GetLabelDetectionRequest
      attr_accessor job_id: ::String
      attr_accessor max_results: ::Integer
      attr_accessor next_token: ::String
      attr_accessor sort_by: ("NAME" | "TIMESTAMP")
      attr_accessor aggregate_by: ("TIMESTAMPS" | "SEGMENTS")
      SENSITIVE: []
    end

    class GetLabelDetectionRequestMetadata
      attr_accessor sort_by: ("NAME" | "TIMESTAMP")
      attr_accessor aggregate_by: ("TIMESTAMPS" | "SEGMENTS")
      SENSITIVE: []
    end

    class GetLabelDetectionResponse
      attr_accessor job_status: ("IN_PROGRESS" | "SUCCEEDED" | "FAILED")
      attr_accessor status_message: ::String
      attr_accessor video_metadata: Types::VideoMetadata
      attr_accessor next_token: ::String
      attr_accessor labels: ::Array[Types::LabelDetection]
      attr_accessor label_model_version: ::String
      attr_accessor job_id: ::String
      attr_accessor video: Types::Video
      attr_accessor job_tag: ::String
      attr_accessor get_request_metadata: Types::GetLabelDetectionRequestMetadata
      SENSITIVE: []
    end

    class GetMediaAnalysisJobRequest
      attr_accessor job_id: ::String
      SENSITIVE: []
    end

    class GetMediaAnalysisJobResponse
      attr_accessor job_id: ::String
      attr_accessor job_name: ::String
      attr_accessor operations_config: Types::MediaAnalysisOperationsConfig
      attr_accessor status: ("CREATED" | "QUEUED" | "IN_PROGRESS" | "SUCCEEDED" | "FAILED")
      attr_accessor failure_details: Types::MediaAnalysisJobFailureDetails
      attr_accessor creation_timestamp: ::Time
      attr_accessor completion_timestamp: ::Time
      attr_accessor input: Types::MediaAnalysisInput
      attr_accessor output_config: Types::MediaAnalysisOutputConfig
      attr_accessor kms_key_id: ::String
      attr_accessor results: Types::MediaAnalysisResults
      attr_accessor manifest_summary: Types::MediaAnalysisManifestSummary
      SENSITIVE: []
    end

    class GetPersonTrackingRequest
      attr_accessor job_id: ::String
      attr_accessor max_results: ::Integer
      attr_accessor next_token: ::String
      attr_accessor sort_by: ("INDEX" | "TIMESTAMP")
      SENSITIVE: []
    end

    class GetPersonTrackingResponse
      attr_accessor job_status: ("IN_PROGRESS" | "SUCCEEDED" | "FAILED")
      attr_accessor status_message: ::String
      attr_accessor video_metadata: Types::VideoMetadata
      attr_accessor next_token: ::String
      attr_accessor persons: ::Array[Types::PersonDetection]
      attr_accessor job_id: ::String
      attr_accessor video: Types::Video
      attr_accessor job_tag: ::String
      SENSITIVE: []
    end

    class GetSegmentDetectionRequest
      attr_accessor job_id: ::String
      attr_accessor max_results: ::Integer
      attr_accessor next_token: ::String
      SENSITIVE: []
    end

    class GetSegmentDetectionResponse
      attr_accessor job_status: ("IN_PROGRESS" | "SUCCEEDED" | "FAILED")
      attr_accessor status_message: ::String
      attr_accessor video_metadata: ::Array[Types::VideoMetadata]
      attr_accessor audio_metadata: ::Array[Types::AudioMetadata]
      attr_accessor next_token: ::String
      attr_accessor segments: ::Array[Types::SegmentDetection]
      attr_accessor selected_segment_types: ::Array[Types::SegmentTypeInfo]
      attr_accessor job_id: ::String
      attr_accessor video: Types::Video
      attr_accessor job_tag: ::String
      SENSITIVE: []
    end

    class GetTextDetectionRequest
      attr_accessor job_id: ::String
      attr_accessor max_results: ::Integer
      attr_accessor next_token: ::String
      SENSITIVE: []
    end

    class GetTextDetectionResponse
      attr_accessor job_status: ("IN_PROGRESS" | "SUCCEEDED" | "FAILED")
      attr_accessor status_message: ::String
      attr_accessor video_metadata: Types::VideoMetadata
      attr_accessor text_detections: ::Array[Types::TextDetectionResult]
      attr_accessor next_token: ::String
      attr_accessor text_model_version: ::String
      attr_accessor job_id: ::String
      attr_accessor video: Types::Video
      attr_accessor job_tag: ::String
      SENSITIVE: []
    end

    class GroundTruthManifest
      attr_accessor s3_object: Types::S3Object
      SENSITIVE: []
    end

    class HumanLoopActivationOutput
      attr_accessor human_loop_arn: ::String
      attr_accessor human_loop_activation_reasons: ::Array[::String]
      attr_accessor human_loop_activation_conditions_evaluation_results: ::String
      SENSITIVE: []
    end

    class HumanLoopConfig
      attr_accessor human_loop_name: ::String
      attr_accessor flow_definition_arn: ::String
      attr_accessor data_attributes: Types::HumanLoopDataAttributes
      SENSITIVE: []
    end

    class HumanLoopDataAttributes
      attr_accessor content_classifiers: ::Array[("FreeOfPersonallyIdentifiableInformation" | "FreeOfAdultContent")]
      SENSITIVE: []
    end

    class HumanLoopQuotaExceededException
      attr_accessor resource_type: ::String
      attr_accessor quota_code: ::String
      attr_accessor service_code: ::String
      SENSITIVE: []
    end

    class IdempotentParameterMismatchException < Aws::EmptyStructure
    end

    class Image
      attr_accessor bytes: ::String
      attr_accessor s3_object: Types::S3Object
      SENSITIVE: []
    end

    class ImageQuality
      attr_accessor brightness: ::Float
      attr_accessor sharpness: ::Float
      SENSITIVE: []
    end

    class ImageTooLargeException < Aws::EmptyStructure
    end

    class IndexFacesRequest
      attr_accessor collection_id: ::String
      attr_accessor image: Types::Image
      attr_accessor external_image_id: ::String
      attr_accessor detection_attributes: ::Array[("DEFAULT" | "ALL" | "AGE_RANGE" | "BEARD" | "EMOTIONS" | "EYE_DIRECTION" | "EYEGLASSES" | "EYES_OPEN" | "GENDER" | "MOUTH_OPEN" | "MUSTACHE" | "FACE_OCCLUDED" | "SMILE" | "SUNGLASSES")]
      attr_accessor max_faces: ::Integer
      attr_accessor quality_filter: ("NONE" | "AUTO" | "LOW" | "MEDIUM" | "HIGH")
      SENSITIVE: []
    end

    class IndexFacesResponse
      attr_accessor face_records: ::Array[Types::FaceRecord]
      attr_accessor orientation_correction: ("ROTATE_0" | "ROTATE_90" | "ROTATE_180" | "ROTATE_270")
      attr_accessor face_model_version: ::String
      attr_accessor unindexed_faces: ::Array[Types::UnindexedFace]
      SENSITIVE: []
    end

    class Instance
      attr_accessor bounding_box: Types::BoundingBox
      attr_accessor confidence: ::Float
      attr_accessor dominant_colors: ::Array[Types::DominantColor]
      SENSITIVE: []
    end

    class InternalServerError < Aws::EmptyStructure
    end

    class InvalidImageFormatException < Aws::EmptyStructure
    end

    class InvalidManifestException < Aws::EmptyStructure
    end

    class InvalidPaginationTokenException < Aws::EmptyStructure
    end

    class InvalidParameterException < Aws::EmptyStructure
    end

    class InvalidPolicyRevisionIdException < Aws::EmptyStructure
    end

    class InvalidS3ObjectException < Aws::EmptyStructure
    end

    class KinesisDataStream
      attr_accessor arn: ::String
      SENSITIVE: []
    end

    class KinesisVideoStream
      attr_accessor arn: ::String
      SENSITIVE: []
    end

    class KinesisVideoStreamStartSelector
      attr_accessor producer_timestamp: ::Integer
      attr_accessor fragment_number: ::String
      SENSITIVE: []
    end

    class KnownGender
      attr_accessor type: ("Male" | "Female" | "Nonbinary" | "Unlisted")
      SENSITIVE: []
    end

    class Label
      attr_accessor name: ::String
      attr_accessor confidence: ::Float
      attr_accessor instances: ::Array[Types::Instance]
      attr_accessor parents: ::Array[Types::Parent]
      attr_accessor aliases: ::Array[Types::LabelAlias]
      attr_accessor categories: ::Array[Types::LabelCategory]
      SENSITIVE: []
    end

    class LabelAlias
      attr_accessor name: ::String
      SENSITIVE: []
    end

    class LabelCategory
      attr_accessor name: ::String
      SENSITIVE: []
    end

    class LabelDetection
      attr_accessor timestamp: ::Integer
      attr_accessor label: Types::Label
      attr_accessor start_timestamp_millis: ::Integer
      attr_accessor end_timestamp_millis: ::Integer
      attr_accessor duration_millis: ::Integer
      SENSITIVE: []
    end

    class LabelDetectionSettings
      attr_accessor general_labels: Types::GeneralLabelsSettings
      SENSITIVE: []
    end

    class Landmark
      attr_accessor type: ("eyeLeft" | "eyeRight" | "nose" | "mouthLeft" | "mouthRight" | "leftEyeBrowLeft" | "leftEyeBrowRight" | "leftEyeBrowUp" | "rightEyeBrowLeft" | "rightEyeBrowRight" | "rightEyeBrowUp" | "leftEyeLeft" | "leftEyeRight" | "leftEyeUp" | "leftEyeDown" | "rightEyeLeft" | "rightEyeRight" | "rightEyeUp" | "rightEyeDown" | "noseLeft" | "noseRight" | "mouthUp" | "mouthDown" | "leftPupil" | "rightPupil" | "upperJawlineLeft" | "midJawlineLeft" | "chinBottom" | "midJawlineRight" | "upperJawlineRight")
      attr_accessor x: ::Float
      attr_accessor y: ::Float
      SENSITIVE: []
    end

    class LimitExceededException < Aws::EmptyStructure
    end

    class ListCollectionsRequest
      attr_accessor next_token: ::String
      attr_accessor max_results: ::Integer
      SENSITIVE: []
    end

    class ListCollectionsResponse
      attr_accessor collection_ids: ::Array[::String]
      attr_accessor next_token: ::String
      attr_accessor face_model_versions: ::Array[::String]
      SENSITIVE: []
    end

    class ListDatasetEntriesRequest
      attr_accessor dataset_arn: ::String
      attr_accessor contains_labels: ::Array[::String]
      attr_accessor labeled: bool
      attr_accessor source_ref_contains: ::String
      attr_accessor has_errors: bool
      attr_accessor next_token: ::String
      attr_accessor max_results: ::Integer
      SENSITIVE: []
    end

    class ListDatasetEntriesResponse
      attr_accessor dataset_entries: ::Array[::String]
      attr_accessor next_token: ::String
      SENSITIVE: []
    end

    class ListDatasetLabelsRequest
      attr_accessor dataset_arn: ::String
      attr_accessor next_token: ::String
      attr_accessor max_results: ::Integer
      SENSITIVE: []
    end

    class ListDatasetLabelsResponse
      attr_accessor dataset_label_descriptions: ::Array[Types::DatasetLabelDescription]
      attr_accessor next_token: ::String
      SENSITIVE: []
    end

    class ListFacesRequest
      attr_accessor collection_id: ::String
      attr_accessor next_token: ::String
      attr_accessor max_results: ::Integer
      attr_accessor user_id: ::String
      attr_accessor face_ids: ::Array[::String]
      SENSITIVE: []
    end

    class ListFacesResponse
      attr_accessor faces: ::Array[Types::Face]
      attr_accessor next_token: ::String
      attr_accessor face_model_version: ::String
      SENSITIVE: []
    end

    class ListMediaAnalysisJobsRequest
      attr_accessor next_token: ::String
      attr_accessor max_results: ::Integer
      SENSITIVE: []
    end

    class ListMediaAnalysisJobsResponse
      attr_accessor next_token: ::String
      attr_accessor media_analysis_jobs: ::Array[Types::MediaAnalysisJobDescription]
      SENSITIVE: []
    end

    class ListProjectPoliciesRequest
      attr_accessor project_arn: ::String
      attr_accessor next_token: ::String
      attr_accessor max_results: ::Integer
      SENSITIVE: []
    end

    class ListProjectPoliciesResponse
      attr_accessor project_policies: ::Array[Types::ProjectPolicy]
      attr_accessor next_token: ::String
      SENSITIVE: []
    end

    class ListStreamProcessorsRequest
      attr_accessor next_token: ::String
      attr_accessor max_results: ::Integer
      SENSITIVE: []
    end

    class ListStreamProcessorsResponse
      attr_accessor next_token: ::String
      attr_accessor stream_processors: ::Array[Types::StreamProcessor]
      SENSITIVE: []
    end

    class ListTagsForResourceRequest
      attr_accessor resource_arn: ::String
      SENSITIVE: []
    end

    class ListTagsForResourceResponse
      attr_accessor tags: ::Hash[::String, ::String]
      SENSITIVE: []
    end

    class ListUsersRequest
      attr_accessor collection_id: ::String
      attr_accessor max_results: ::Integer
      attr_accessor next_token: ::String
      SENSITIVE: []
    end

    class ListUsersResponse
      attr_accessor users: ::Array[Types::User]
      attr_accessor next_token: ::String
      SENSITIVE: []
    end

    class LivenessOutputConfig
      attr_accessor s3_bucket: ::String
      attr_accessor s3_key_prefix: ::String
      SENSITIVE: []
    end

    class MalformedPolicyDocumentException < Aws::EmptyStructure
    end

    class MatchedUser
      attr_accessor user_id: ::String
      attr_accessor user_status: ("ACTIVE" | "UPDATING" | "CREATING" | "CREATED")
      SENSITIVE: []
    end

    class MediaAnalysisDetectModerationLabelsConfig
      attr_accessor min_confidence: ::Float
      attr_accessor project_version: ::String
      SENSITIVE: []
    end

    class MediaAnalysisInput
      attr_accessor s3_object: Types::S3Object
      SENSITIVE: []
    end

    class MediaAnalysisJobDescription
      attr_accessor job_id: ::String
      attr_accessor job_name: ::String
      attr_accessor operations_config: Types::MediaAnalysisOperationsConfig
      attr_accessor status: ("CREATED" | "QUEUED" | "IN_PROGRESS" | "SUCCEEDED" | "FAILED")
      attr_accessor failure_details: Types::MediaAnalysisJobFailureDetails
      attr_accessor creation_timestamp: ::Time
      attr_accessor completion_timestamp: ::Time
      attr_accessor input: Types::MediaAnalysisInput
      attr_accessor output_config: Types::MediaAnalysisOutputConfig
      attr_accessor kms_key_id: ::String
      attr_accessor results: Types::MediaAnalysisResults
      attr_accessor manifest_summary: Types::MediaAnalysisManifestSummary
      SENSITIVE: []
    end

    class MediaAnalysisJobFailureDetails
      attr_accessor code: ("INTERNAL_ERROR" | "INVALID_S3_OBJECT" | "INVALID_MANIFEST" | "INVALID_OUTPUT_CONFIG" | "INVALID_KMS_KEY" | "ACCESS_DENIED" | "RESOURCE_NOT_FOUND" | "RESOURCE_NOT_READY" | "THROTTLED")
      attr_accessor message: ::String
      SENSITIVE: []
    end

    class MediaAnalysisManifestSummary
      attr_accessor s3_object: Types::S3Object
      SENSITIVE: []
    end

    class MediaAnalysisModelVersions
      attr_accessor moderation: ::String
      SENSITIVE: []
    end

    class MediaAnalysisOperationsConfig
      attr_accessor detect_moderation_labels: Types::MediaAnalysisDetectModerationLabelsConfig
      SENSITIVE: []
    end

    class MediaAnalysisOutputConfig
      attr_accessor s3_bucket: ::String
      attr_accessor s3_key_prefix: ::String
      SENSITIVE: []
    end

    class MediaAnalysisResults
      attr_accessor s3_object: Types::S3Object
      attr_accessor model_versions: Types::MediaAnalysisModelVersions
      SENSITIVE: []
    end

    class ModerationLabel
      attr_accessor confidence: ::Float
      attr_accessor name: ::String
      attr_accessor parent_name: ::String
      attr_accessor taxonomy_level: ::Integer
      SENSITIVE: []
    end

    class MouthOpen
      attr_accessor value: bool
      attr_accessor confidence: ::Float
      SENSITIVE: []
    end

    class Mustache
      attr_accessor value: bool
      attr_accessor confidence: ::Float
      SENSITIVE: []
    end

    class NotificationChannel
      attr_accessor sns_topic_arn: ::String
      attr_accessor role_arn: ::String
      SENSITIVE: []
    end

    class OutputConfig
      attr_accessor s3_bucket: ::String
      attr_accessor s3_key_prefix: ::String
      SENSITIVE: []
    end

    class Parent
      attr_accessor name: ::String
      SENSITIVE: []
    end

    class PersonDetail
      attr_accessor index: ::Integer
      attr_accessor bounding_box: Types::BoundingBox
      attr_accessor face: Types::FaceDetail
      SENSITIVE: []
    end

    class PersonDetection
      attr_accessor timestamp: ::Integer
      attr_accessor person: Types::PersonDetail
      SENSITIVE: []
    end

    class PersonMatch
      attr_accessor timestamp: ::Integer
      attr_accessor person: Types::PersonDetail
      attr_accessor face_matches: ::Array[Types::FaceMatch]
      SENSITIVE: []
    end

    class Point
      attr_accessor x: ::Float
      attr_accessor y: ::Float
      SENSITIVE: []
    end

    class Pose
      attr_accessor roll: ::Float
      attr_accessor yaw: ::Float
      attr_accessor pitch: ::Float
      SENSITIVE: []
    end

    class ProjectDescription
      attr_accessor project_arn: ::String
      attr_accessor creation_timestamp: ::Time
      attr_accessor status: ("CREATING" | "CREATED" | "DELETING")
      attr_accessor datasets: ::Array[Types::DatasetMetadata]
      attr_accessor feature: ("CONTENT_MODERATION" | "CUSTOM_LABELS")
      attr_accessor auto_update: ("ENABLED" | "DISABLED")
      SENSITIVE: []
    end

    class ProjectPolicy
      attr_accessor project_arn: ::String
      attr_accessor policy_name: ::String
      attr_accessor policy_revision_id: ::String
      attr_accessor policy_document: ::String
      attr_accessor creation_timestamp: ::Time
      attr_accessor last_updated_timestamp: ::Time
      SENSITIVE: []
    end

    class ProjectVersionDescription
      attr_accessor project_version_arn: ::String
      attr_accessor creation_timestamp: ::Time
      attr_accessor min_inference_units: ::Integer
      attr_accessor status: ("TRAINING_IN_PROGRESS" | "TRAINING_COMPLETED" | "TRAINING_FAILED" | "STARTING" | "RUNNING" | "FAILED" | "STOPPING" | "STOPPED" | "DELETING" | "COPYING_IN_PROGRESS" | "COPYING_COMPLETED" | "COPYING_FAILED" | "DEPRECATED" | "EXPIRED")
      attr_accessor status_message: ::String
      attr_accessor billable_training_time_in_seconds: ::Integer
      attr_accessor training_end_timestamp: ::Time
      attr_accessor output_config: Types::OutputConfig
      attr_accessor training_data_result: Types::TrainingDataResult
      attr_accessor testing_data_result: Types::TestingDataResult
      attr_accessor evaluation_result: Types::EvaluationResult
      attr_accessor manifest_summary: Types::GroundTruthManifest
      attr_accessor kms_key_id: ::String
      attr_accessor max_inference_units: ::Integer
      attr_accessor source_project_version_arn: ::String
      attr_accessor version_description: ::String
      attr_accessor feature: ("CONTENT_MODERATION" | "CUSTOM_LABELS")
      attr_accessor base_model_version: ::String
      attr_accessor feature_config: Types::CustomizationFeatureConfig
      SENSITIVE: []
    end

    class ProtectiveEquipmentBodyPart
      attr_accessor name: ("FACE" | "HEAD" | "LEFT_HAND" | "RIGHT_HAND")
      attr_accessor confidence: ::Float
      attr_accessor equipment_detections: ::Array[Types::EquipmentDetection]
      SENSITIVE: []
    end

    class ProtectiveEquipmentPerson
      attr_accessor body_parts: ::Array[Types::ProtectiveEquipmentBodyPart]
      attr_accessor bounding_box: Types::BoundingBox
      attr_accessor confidence: ::Float
      attr_accessor id: ::Integer
      SENSITIVE: []
    end

    class ProtectiveEquipmentSummarizationAttributes
      attr_accessor min_confidence: ::Float
      attr_accessor required_equipment_types: ::Array[("FACE_COVER" | "HAND_COVER" | "HEAD_COVER")]
      SENSITIVE: []
    end

    class ProtectiveEquipmentSummary
      attr_accessor persons_with_required_equipment: ::Array[::Integer]
      attr_accessor persons_without_required_equipment: ::Array[::Integer]
      attr_accessor persons_indeterminate: ::Array[::Integer]
      SENSITIVE: []
    end

    class ProvisionedThroughputExceededException < Aws::EmptyStructure
    end

    class PutProjectPolicyRequest
      attr_accessor project_arn: ::String
      attr_accessor policy_name: ::String
      attr_accessor policy_revision_id: ::String
      attr_accessor policy_document: ::String
      SENSITIVE: []
    end

    class PutProjectPolicyResponse
      attr_accessor policy_revision_id: ::String
      SENSITIVE: []
    end

    class RecognizeCelebritiesRequest
      attr_accessor image: Types::Image
      SENSITIVE: []
    end

    class RecognizeCelebritiesResponse
      attr_accessor celebrity_faces: ::Array[Types::Celebrity]
      attr_accessor unrecognized_faces: ::Array[Types::ComparedFace]
      attr_accessor orientation_correction: ("ROTATE_0" | "ROTATE_90" | "ROTATE_180" | "ROTATE_270")
      SENSITIVE: []
    end

    class RegionOfInterest
      attr_accessor bounding_box: Types::BoundingBox
      attr_accessor polygon: ::Array[Types::Point]
      SENSITIVE: []
    end

    class ResourceAlreadyExistsException < Aws::EmptyStructure
    end

    class ResourceInUseException < Aws::EmptyStructure
    end

    class ResourceNotFoundException < Aws::EmptyStructure
    end

    class ResourceNotReadyException < Aws::EmptyStructure
    end

    class S3Destination
      attr_accessor bucket: ::String
      attr_accessor key_prefix: ::String
      SENSITIVE: []
    end

    class S3Object
      attr_accessor bucket: ::String
      attr_accessor name: ::String
      attr_accessor version: ::String
      SENSITIVE: []
    end

    class SearchFacesByImageRequest
      attr_accessor collection_id: ::String
      attr_accessor image: Types::Image
      attr_accessor max_faces: ::Integer
      attr_accessor face_match_threshold: ::Float
      attr_accessor quality_filter: ("NONE" | "AUTO" | "LOW" | "MEDIUM" | "HIGH")
      SENSITIVE: []
    end

    class SearchFacesByImageResponse
      attr_accessor searched_face_bounding_box: Types::BoundingBox
      attr_accessor searched_face_confidence: ::Float
      attr_accessor face_matches: ::Array[Types::FaceMatch]
      attr_accessor face_model_version: ::String
      SENSITIVE: []
    end

    class SearchFacesRequest
      attr_accessor collection_id: ::String
      attr_accessor face_id: ::String
      attr_accessor max_faces: ::Integer
      attr_accessor face_match_threshold: ::Float
      SENSITIVE: []
    end

    class SearchFacesResponse
      attr_accessor searched_face_id: ::String
      attr_accessor face_matches: ::Array[Types::FaceMatch]
      attr_accessor face_model_version: ::String
      SENSITIVE: []
    end

    class SearchUsersByImageRequest
      attr_accessor collection_id: ::String
      attr_accessor image: Types::Image
      attr_accessor user_match_threshold: ::Float
      attr_accessor max_users: ::Integer
      attr_accessor quality_filter: ("NONE" | "AUTO" | "LOW" | "MEDIUM" | "HIGH")
      SENSITIVE: []
    end

    class SearchUsersByImageResponse
      attr_accessor user_matches: ::Array[Types::UserMatch]
      attr_accessor face_model_version: ::String
      attr_accessor searched_face: Types::SearchedFaceDetails
      attr_accessor unsearched_faces: ::Array[Types::UnsearchedFace]
      SENSITIVE: []
    end

    class SearchUsersRequest
      attr_accessor collection_id: ::String
      attr_accessor user_id: ::String
      attr_accessor face_id: ::String
      attr_accessor user_match_threshold: ::Float
      attr_accessor max_users: ::Integer
      SENSITIVE: []
    end

    class SearchUsersResponse
      attr_accessor user_matches: ::Array[Types::UserMatch]
      attr_accessor face_model_version: ::String
      attr_accessor searched_face: Types::SearchedFace
      attr_accessor searched_user: Types::SearchedUser
      SENSITIVE: []
    end

    class SearchedFace
      attr_accessor face_id: ::String
      SENSITIVE: []
    end

    class SearchedFaceDetails
      attr_accessor face_detail: Types::FaceDetail
      SENSITIVE: []
    end

    class SearchedUser
      attr_accessor user_id: ::String
      SENSITIVE: []
    end

    class SegmentDetection
      attr_accessor type: ("TECHNICAL_CUE" | "SHOT")
      attr_accessor start_timestamp_millis: ::Integer
      attr_accessor end_timestamp_millis: ::Integer
      attr_accessor duration_millis: ::Integer
      attr_accessor start_timecode_smpte: ::String
      attr_accessor end_timecode_smpte: ::String
      attr_accessor duration_smpte: ::String
      attr_accessor technical_cue_segment: Types::TechnicalCueSegment
      attr_accessor shot_segment: Types::ShotSegment
      attr_accessor start_frame_number: ::Integer
      attr_accessor end_frame_number: ::Integer
      attr_accessor duration_frames: ::Integer
      SENSITIVE: []
    end

    class SegmentTypeInfo
      attr_accessor type: ("TECHNICAL_CUE" | "SHOT")
      attr_accessor model_version: ::String
      SENSITIVE: []
    end

    class ServiceQuotaExceededException < Aws::EmptyStructure
    end

    class SessionNotFoundException < Aws::EmptyStructure
    end

    class ShotSegment
      attr_accessor index: ::Integer
      attr_accessor confidence: ::Float
      SENSITIVE: []
    end

    class Smile
      attr_accessor value: bool
      attr_accessor confidence: ::Float
      SENSITIVE: []
    end

    class StartCelebrityRecognitionRequest
      attr_accessor video: Types::Video
      attr_accessor client_request_token: ::String
      attr_accessor notification_channel: Types::NotificationChannel
      attr_accessor job_tag: ::String
      SENSITIVE: []
    end

    class StartCelebrityRecognitionResponse
      attr_accessor job_id: ::String
      SENSITIVE: []
    end

    class StartContentModerationRequest
      attr_accessor video: Types::Video
      attr_accessor min_confidence: ::Float
      attr_accessor client_request_token: ::String
      attr_accessor notification_channel: Types::NotificationChannel
      attr_accessor job_tag: ::String
      SENSITIVE: []
    end

    class StartContentModerationResponse
      attr_accessor job_id: ::String
      SENSITIVE: []
    end

    class StartFaceDetectionRequest
      attr_accessor video: Types::Video
      attr_accessor client_request_token: ::String
      attr_accessor notification_channel: Types::NotificationChannel
      attr_accessor face_attributes: ("DEFAULT" | "ALL")
      attr_accessor job_tag: ::String
      SENSITIVE: []
    end

    class StartFaceDetectionResponse
      attr_accessor job_id: ::String
      SENSITIVE: []
    end

    class StartFaceSearchRequest
      attr_accessor video: Types::Video
      attr_accessor client_request_token: ::String
      attr_accessor face_match_threshold: ::Float
      attr_accessor collection_id: ::String
      attr_accessor notification_channel: Types::NotificationChannel
      attr_accessor job_tag: ::String
      SENSITIVE: []
    end

    class StartFaceSearchResponse
      attr_accessor job_id: ::String
      SENSITIVE: []
    end

    class StartLabelDetectionRequest
      attr_accessor video: Types::Video
      attr_accessor client_request_token: ::String
      attr_accessor min_confidence: ::Float
      attr_accessor notification_channel: Types::NotificationChannel
      attr_accessor job_tag: ::String
      attr_accessor features: ::Array[("GENERAL_LABELS")]
      attr_accessor settings: Types::LabelDetectionSettings
      SENSITIVE: []
    end

    class StartLabelDetectionResponse
      attr_accessor job_id: ::String
      SENSITIVE: []
    end

    class StartMediaAnalysisJobRequest
      attr_accessor client_request_token: ::String
      attr_accessor job_name: ::String
      attr_accessor operations_config: Types::MediaAnalysisOperationsConfig
      attr_accessor input: Types::MediaAnalysisInput
      attr_accessor output_config: Types::MediaAnalysisOutputConfig
      attr_accessor kms_key_id: ::String
      SENSITIVE: []
    end

    class StartMediaAnalysisJobResponse
      attr_accessor job_id: ::String
      SENSITIVE: []
    end

    class StartPersonTrackingRequest
      attr_accessor video: Types::Video
      attr_accessor client_request_token: ::String
      attr_accessor notification_channel: Types::NotificationChannel
      attr_accessor job_tag: ::String
      SENSITIVE: []
    end

    class StartPersonTrackingResponse
      attr_accessor job_id: ::String
      SENSITIVE: []
    end

    class StartProjectVersionRequest
      attr_accessor project_version_arn: ::String
      attr_accessor min_inference_units: ::Integer
      attr_accessor max_inference_units: ::Integer
      SENSITIVE: []
    end

    class StartProjectVersionResponse
      attr_accessor status: ("TRAINING_IN_PROGRESS" | "TRAINING_COMPLETED" | "TRAINING_FAILED" | "STARTING" | "RUNNING" | "FAILED" | "STOPPING" | "STOPPED" | "DELETING" | "COPYING_IN_PROGRESS" | "COPYING_COMPLETED" | "COPYING_FAILED" | "DEPRECATED" | "EXPIRED")
      SENSITIVE: []
    end

    class StartSegmentDetectionFilters
      attr_accessor technical_cue_filter: Types::StartTechnicalCueDetectionFilter
      attr_accessor shot_filter: Types::StartShotDetectionFilter
      SENSITIVE: []
    end

    class StartSegmentDetectionRequest
      attr_accessor video: Types::Video
      attr_accessor client_request_token: ::String
      attr_accessor notification_channel: Types::NotificationChannel
      attr_accessor job_tag: ::String
      attr_accessor filters: Types::StartSegmentDetectionFilters
      attr_accessor segment_types: ::Array[("TECHNICAL_CUE" | "SHOT")]
      SENSITIVE: []
    end

    class StartSegmentDetectionResponse
      attr_accessor job_id: ::String
      SENSITIVE: []
    end

    class StartShotDetectionFilter
      attr_accessor min_segment_confidence: ::Float
      SENSITIVE: []
    end

    class StartStreamProcessorRequest
      attr_accessor name: ::String
      attr_accessor start_selector: Types::StreamProcessingStartSelector
      attr_accessor stop_selector: Types::StreamProcessingStopSelector
      SENSITIVE: []
    end

    class StartStreamProcessorResponse
      attr_accessor session_id: ::String
      SENSITIVE: []
    end

    class StartTechnicalCueDetectionFilter
      attr_accessor min_segment_confidence: ::Float
      attr_accessor black_frame: Types::BlackFrame
      SENSITIVE: []
    end

    class StartTextDetectionFilters
      attr_accessor word_filter: Types::DetectionFilter
      attr_accessor regions_of_interest: ::Array[Types::RegionOfInterest]
      SENSITIVE: []
    end

    class StartTextDetectionRequest
      attr_accessor video: Types::Video
      attr_accessor client_request_token: ::String
      attr_accessor notification_channel: Types::NotificationChannel
      attr_accessor job_tag: ::String
      attr_accessor filters: Types::StartTextDetectionFilters
      SENSITIVE: []
    end

    class StartTextDetectionResponse
      attr_accessor job_id: ::String
      SENSITIVE: []
    end

    class StopProjectVersionRequest
      attr_accessor project_version_arn: ::String
      SENSITIVE: []
    end

    class StopProjectVersionResponse
      attr_accessor status: ("TRAINING_IN_PROGRESS" | "TRAINING_COMPLETED" | "TRAINING_FAILED" | "STARTING" | "RUNNING" | "FAILED" | "STOPPING" | "STOPPED" | "DELETING" | "COPYING_IN_PROGRESS" | "COPYING_COMPLETED" | "COPYING_FAILED" | "DEPRECATED" | "EXPIRED")
      SENSITIVE: []
    end

    class StopStreamProcessorRequest
      attr_accessor name: ::String
      SENSITIVE: []
    end

    class StopStreamProcessorResponse < Aws::EmptyStructure
    end

    class StreamProcessingStartSelector
      attr_accessor kvs_stream_start_selector: Types::KinesisVideoStreamStartSelector
      SENSITIVE: []
    end

    class StreamProcessingStopSelector
      attr_accessor max_duration_in_seconds: ::Integer
      SENSITIVE: []
    end

    class StreamProcessor
      attr_accessor name: ::String
      attr_accessor status: ("STOPPED" | "STARTING" | "RUNNING" | "FAILED" | "STOPPING" | "UPDATING")
      SENSITIVE: []
    end

    class StreamProcessorDataSharingPreference
      attr_accessor opt_in: bool
      SENSITIVE: []
    end

    class StreamProcessorInput
      attr_accessor kinesis_video_stream: Types::KinesisVideoStream
      SENSITIVE: []
    end

    class StreamProcessorNotificationChannel
      attr_accessor sns_topic_arn: ::String
      SENSITIVE: []
    end

    class StreamProcessorOutput
      attr_accessor kinesis_data_stream: Types::KinesisDataStream
      attr_accessor s3_destination: Types::S3Destination
      SENSITIVE: []
    end

    class StreamProcessorSettings
      attr_accessor face_search: Types::FaceSearchSettings
      attr_accessor connected_home: Types::ConnectedHomeSettings
      SENSITIVE: []
    end

    class StreamProcessorSettingsForUpdate
      attr_accessor connected_home_for_update: Types::ConnectedHomeSettingsForUpdate
      SENSITIVE: []
    end

    class Summary
      attr_accessor s3_object: Types::S3Object
      SENSITIVE: []
    end

    class Sunglasses
      attr_accessor value: bool
      attr_accessor confidence: ::Float
      SENSITIVE: []
    end

    class TagResourceRequest
      attr_accessor resource_arn: ::String
      attr_accessor tags: ::Hash[::String, ::String]
      SENSITIVE: []
    end

    class TagResourceResponse < Aws::EmptyStructure
    end

    class TechnicalCueSegment
      attr_accessor type: ("ColorBars" | "EndCredits" | "BlackFrames" | "OpeningCredits" | "StudioLogo" | "Slate" | "Content")
      attr_accessor confidence: ::Float
      SENSITIVE: []
    end

    class TestingData
      attr_accessor assets: ::Array[Types::Asset]
      attr_accessor auto_create: bool
      SENSITIVE: []
    end

    class TestingDataResult
      attr_accessor input: Types::TestingData
      attr_accessor output: Types::TestingData
      attr_accessor validation: Types::ValidationData
      SENSITIVE: []
    end

    class TextDetection
      attr_accessor detected_text: ::String
      attr_accessor type: ("LINE" | "WORD")
      attr_accessor id: ::Integer
      attr_accessor parent_id: ::Integer
      attr_accessor confidence: ::Float
      attr_accessor geometry: Types::Geometry
      SENSITIVE: []
    end

    class TextDetectionResult
      attr_accessor timestamp: ::Integer
      attr_accessor text_detection: Types::TextDetection
      SENSITIVE: []
    end

    class ThrottlingException < Aws::EmptyStructure
    end

    class TrainingData
      attr_accessor assets: ::Array[Types::Asset]
      SENSITIVE: []
    end

    class TrainingDataResult
      attr_accessor input: Types::TrainingData
      attr_accessor output: Types::TrainingData
      attr_accessor validation: Types::ValidationData
      SENSITIVE: []
    end

    class UnindexedFace
      attr_accessor reasons: ::Array[("EXCEEDS_MAX_FACES" | "EXTREME_POSE" | "LOW_BRIGHTNESS" | "LOW_SHARPNESS" | "LOW_CONFIDENCE" | "SMALL_BOUNDING_BOX" | "LOW_FACE_QUALITY")]
      attr_accessor face_detail: Types::FaceDetail
      SENSITIVE: []
    end

    class UnsearchedFace
      attr_accessor face_details: Types::FaceDetail
      attr_accessor reasons: ::Array[("FACE_NOT_LARGEST" | "EXCEEDS_MAX_FACES" | "EXTREME_POSE" | "LOW_BRIGHTNESS" | "LOW_SHARPNESS" | "LOW_CONFIDENCE" | "SMALL_BOUNDING_BOX" | "LOW_FACE_QUALITY")]
      SENSITIVE: []
    end

    class UnsuccessfulFaceAssociation
      attr_accessor face_id: ::String
      attr_accessor user_id: ::String
      attr_accessor confidence: ::Float
      attr_accessor reasons: ::Array[("FACE_NOT_FOUND" | "ASSOCIATED_TO_A_DIFFERENT_USER" | "LOW_MATCH_CONFIDENCE")]
      SENSITIVE: []
    end

    class UnsuccessfulFaceDeletion
      attr_accessor face_id: ::String
      attr_accessor user_id: ::String
      attr_accessor reasons: ::Array[("ASSOCIATED_TO_AN_EXISTING_USER" | "FACE_NOT_FOUND")]
      SENSITIVE: []
    end

    class UnsuccessfulFaceDisassociation
      attr_accessor face_id: ::String
      attr_accessor user_id: ::String
      attr_accessor reasons: ::Array[("FACE_NOT_FOUND" | "ASSOCIATED_TO_A_DIFFERENT_USER")]
      SENSITIVE: []
    end

    class UntagResourceRequest
      attr_accessor resource_arn: ::String
      attr_accessor tag_keys: ::Array[::String]
      SENSITIVE: []
    end

    class UntagResourceResponse < Aws::EmptyStructure
    end

    class UpdateDatasetEntriesRequest
      attr_accessor dataset_arn: ::String
      attr_accessor changes: Types::DatasetChanges
      SENSITIVE: []
    end

    class UpdateDatasetEntriesResponse < Aws::EmptyStructure
    end

    class UpdateStreamProcessorRequest
      attr_accessor name: ::String
      attr_accessor settings_for_update: Types::StreamProcessorSettingsForUpdate
      attr_accessor regions_of_interest_for_update: ::Array[Types::RegionOfInterest]
      attr_accessor data_sharing_preference_for_update: Types::StreamProcessorDataSharingPreference
      attr_accessor parameters_to_delete: ::Array[("ConnectedHomeMinConfidence" | "RegionsOfInterest")]
      SENSITIVE: []
    end

    class UpdateStreamProcessorResponse < Aws::EmptyStructure
    end

    class User
      attr_accessor user_id: ::String
      attr_accessor user_status: ("ACTIVE" | "UPDATING" | "CREATING" | "CREATED")
      SENSITIVE: []
    end

    class UserMatch
      attr_accessor similarity: ::Float
      attr_accessor user: Types::MatchedUser
      SENSITIVE: []
    end

    class ValidationData
      attr_accessor assets: ::Array[Types::Asset]
      SENSITIVE: []
    end

    class Video
      attr_accessor s3_object: Types::S3Object
      SENSITIVE: []
    end

    class VideoMetadata
      attr_accessor codec: ::String
      attr_accessor duration_millis: ::Integer
      attr_accessor format: ::String
      attr_accessor frame_rate: ::Float
      attr_accessor frame_height: ::Integer
      attr_accessor frame_width: ::Integer
      attr_accessor color_range: ("FULL" | "LIMITED")
      SENSITIVE: []
    end

    class VideoTooLargeException < Aws::EmptyStructure
    end
  end
end