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Lookoutvision Classes

Anomaly

Name

  • Type: typing.Optional[str]

PixelAnomaly

  • Type:

BaseValidatorModel

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CreateDatasetRequest

ProjectName

  • Type:
  • Required: Yes

DatasetType

  • Type:
  • Required: Yes

DatasetSource

  • Type:

ClientToken

  • Type: typing.Optional[str]

CreateDatasetResponse

DatasetMetadata

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

CreateModelRequest

ProjectName

  • Type:
  • Required: Yes

OutputConfig

  • Type:
  • Required: Yes

Description

  • Type: typing.Optional[str]

ClientToken

  • Type: typing.Optional[str]

KmsKeyId

  • Type: typing.Optional[str]

Tags

  • Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.lookoutvision.lookoutvision_classes.Tag]]

CreateModelResponse

ModelMetadata

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

CreateProjectRequest

ProjectName

  • Type:
  • Required: Yes

ClientToken

  • Type: typing.Optional[str]

CreateProjectResponse

ProjectMetadata

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

DatasetDescription

ProjectName

  • Type: typing.Optional[str]

DatasetType

  • Type: typing.Optional[str]

CreationTimestamp

  • Type: typing.Optional[datetime.datetime]

LastUpdatedTimestamp

  • Type: typing.Optional[datetime.datetime]

Status

  • Type: typing.Optional[typing.Literal['CREATE_COMPLETE', 'CREATE_FAILED', 'CREATE_IN_PROGRESS', 'DELETE_COMPLETE', 'DELETE_FAILED', 'DELETE_IN_PROGRESS', 'UPDATE_COMPLETE', 'UPDATE_FAILED_ROLLBACK_COMPLETE', 'UPDATE_FAILED_ROLLBACK_IN_PROGRESS', 'UPDATE_IN_PROGRESS']]

StatusMessage

  • Type: typing.Optional[str]

ImageStats

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutvision.lookoutvision_classes.DatasetImageStats]

DatasetGroundTruthManifest

S3Object

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutvision.lookoutvision_classes.InputS3Object]

DatasetImageStats

Total

  • Type: typing.Optional[int]

Labeled

  • Type: typing.Optional[int]

Normal

  • Type: typing.Optional[int]

Anomaly

  • Type: typing.Optional[int]

DatasetMetadata

DatasetType

  • Type: typing.Optional[str]

CreationTimestamp

  • Type: typing.Optional[datetime.datetime]

Status

  • Type: typing.Optional[typing.Literal['CREATE_COMPLETE', 'CREATE_FAILED', 'CREATE_IN_PROGRESS', 'DELETE_COMPLETE', 'DELETE_FAILED', 'DELETE_IN_PROGRESS', 'UPDATE_COMPLETE', 'UPDATE_FAILED_ROLLBACK_COMPLETE', 'UPDATE_FAILED_ROLLBACK_IN_PROGRESS', 'UPDATE_IN_PROGRESS']]

StatusMessage

  • Type: typing.Optional[str]

DatasetSource

GroundTruthManifest

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutvision.lookoutvision_classes.DatasetGroundTruthManifest]

DeleteDatasetRequest

ProjectName

  • Type:
  • Required: Yes

DatasetType

  • Type:
  • Required: Yes

ClientToken

  • Type: typing.Optional[str]

DeleteModelRequest

ProjectName

  • Type:
  • Required: Yes

ModelVersion

  • Type:
  • Required: Yes

ClientToken

  • Type: typing.Optional[str]

DeleteModelResponse

ModelArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

DeleteProjectRequest

ProjectName

  • Type:
  • Required: Yes

ClientToken

  • Type: typing.Optional[str]

DeleteProjectResponse

ProjectArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

DescribeDatasetRequest

ProjectName

  • Type:
  • Required: Yes

DatasetType

  • Type:
  • Required: Yes

DescribeDatasetResponse

DatasetDescription

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

DescribeModelPackagingJobRequest

ProjectName

  • Type:
  • Required: Yes

JobName

  • Type:
  • Required: Yes

DescribeModelPackagingJobResponse

ModelPackagingDescription

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

DescribeModelRequest

ProjectName

  • Type:
  • Required: Yes

ModelVersion

  • Type:
  • Required: Yes

DescribeModelResponse

ModelDescription

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

DescribeProjectRequest

ProjectName

  • Type:
  • Required: Yes

DescribeProjectResponse

ProjectDescription

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

DetectAnomaliesRequest

ProjectName

  • Type:
  • Required: Yes

ModelVersion

  • Type:
  • Required: Yes

Body

  • Type: typing.Union[str, bytes, typing.IO[typing.Any], botocore.response.StreamingBody]
  • Required: Yes

ContentType

  • Type:
  • Required: Yes

DetectAnomaliesResponse

DetectAnomalyResult

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

DetectAnomalyResult

Source

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutvision.lookoutvision_classes.ImageSource]

IsAnomalous

  • Type: typing.Optional[bool]

Confidence

  • Type: typing.Optional[float]

Anomalies

  • Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.lookoutvision.lookoutvision_classes.Anomaly]]

AnomalyMask

  • Type: typing.Optional[bytes]

GreengrassConfiguration

S3OutputLocation

  • Type:
  • Required: Yes

ComponentName

  • Type:
  • Required: Yes

CompilerOptions

  • Type: typing.Optional[str]

TargetDevice

  • Type: typing.Optional[typing.Literal['jetson_xavier']]

TargetPlatform

  • Type:

ComponentVersion

  • Type: typing.Optional[str]

ComponentDescription

  • Type: typing.Optional[str]

Tags

  • Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.lookoutvision.lookoutvision_classes.Tag]]

GreengrassConfigurationOutput

S3OutputLocation

  • Type:
  • Required: Yes

ComponentName

  • Type:
  • Required: Yes

CompilerOptions

  • Type: typing.Optional[str]

TargetDevice

  • Type: typing.Optional[typing.Literal['jetson_xavier']]

TargetPlatform

  • Type:

ComponentVersion

  • Type: typing.Optional[str]

ComponentDescription

  • Type: typing.Optional[str]

Tags

  • Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.lookoutvision.lookoutvision_classes.Tag]]

GreengrassOutputDetails

ComponentVersionArn

  • Type: typing.Optional[str]

ComponentName

  • Type: typing.Optional[str]

ComponentVersion

  • Type: typing.Optional[str]

ImageSource

Type

  • Type: typing.Optional[str]

InputS3Object

Bucket

  • Type:
  • Required: Yes

Key

  • Type:
  • Required: Yes

VersionId

  • Type: typing.Optional[str]

ListDatasetEntriesRequest

ProjectName

  • Type:
  • Required: Yes

DatasetType

  • Type:
  • Required: Yes

Labeled

  • Type: typing.Optional[bool]

AnomalyClass

  • Type: typing.Optional[str]

BeforeCreationDate

  • Type: typing.Union[datetime.datetime, str, NoneType]

AfterCreationDate

  • Type: typing.Union[datetime.datetime, str, NoneType]

NextToken

  • Type: typing.Optional[str]

MaxResults

  • Type: typing.Optional[int]

SourceRefContains

  • Type: typing.Optional[str]

ListDatasetEntriesRequestPaginate

ProjectName

  • Type:
  • Required: Yes

DatasetType

  • Type:
  • Required: Yes

Labeled

  • Type: typing.Optional[bool]

AnomalyClass

  • Type: typing.Optional[str]

BeforeCreationDate

  • Type: typing.Union[datetime.datetime, str, NoneType]

AfterCreationDate

  • Type: typing.Union[datetime.datetime, str, NoneType]

SourceRefContains

  • Type: typing.Optional[str]

PaginationConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutvision.lookoutvision_classes.PaginatorConfig]

ListDatasetEntriesResponse

DatasetEntries

  • Type: typing.List[str]
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListModelPackagingJobsRequest

ProjectName

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

MaxResults

  • Type: typing.Optional[int]

ListModelPackagingJobsRequestPaginate

ProjectName

  • Type:
  • Required: Yes

PaginationConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutvision.lookoutvision_classes.PaginatorConfig]

ListModelPackagingJobsResponse

ModelPackagingJobs

  • Type: typing.List[aws_resource_validator.pydantic_models.lookoutvision.lookoutvision_classes.ModelPackagingJobMetadata]
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListModelsRequest

ProjectName

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

MaxResults

  • Type: typing.Optional[int]

ListModelsRequestPaginate

ProjectName

  • Type:
  • Required: Yes

PaginationConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutvision.lookoutvision_classes.PaginatorConfig]

ListModelsResponse

Models

  • Type: typing.List[aws_resource_validator.pydantic_models.lookoutvision.lookoutvision_classes.ModelMetadata]
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListProjectsRequest

NextToken

  • Type: typing.Optional[str]

MaxResults

  • Type: typing.Optional[int]

ListProjectsRequestPaginate

PaginationConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutvision.lookoutvision_classes.PaginatorConfig]

ListProjectsResponse

Projects

  • Type: typing.List[aws_resource_validator.pydantic_models.lookoutvision.lookoutvision_classes.ProjectMetadata]
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListTagsForResourceRequest

ResourceArn

  • Type:
  • Required: Yes

ListTagsForResourceResponse

Tags

  • Type: typing.List[aws_resource_validator.pydantic_models.lookoutvision.lookoutvision_classes.Tag]
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

ModelDescription

ModelVersion

  • Type: typing.Optional[str]

ModelArn

  • Type: typing.Optional[str]

CreationTimestamp

  • Type: typing.Optional[datetime.datetime]

Description

  • Type: typing.Optional[str]

Status

  • Type: typing.Optional[typing.Literal['DELETING', 'HOSTED', 'HOSTING_FAILED', 'STARTING_HOSTING', 'STOPPING_HOSTING', 'SYSTEM_UPDATING', 'TRAINED', 'TRAINING', 'TRAINING_FAILED']]

StatusMessage

  • Type: typing.Optional[str]

Performance

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutvision.lookoutvision_classes.ModelPerformance]

OutputConfig

  • Type:

EvaluationManifest

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutvision.lookoutvision_classes.OutputS3Object]

EvaluationResult

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutvision.lookoutvision_classes.OutputS3Object]

EvaluationEndTimestamp

  • Type: typing.Optional[datetime.datetime]

KmsKeyId

  • Type: typing.Optional[str]

MinInferenceUnits

  • Type: typing.Optional[int]

MaxInferenceUnits

  • Type: typing.Optional[int]

ModelMetadata

CreationTimestamp

  • Type: typing.Optional[datetime.datetime]

ModelVersion

  • Type: typing.Optional[str]

ModelArn

  • Type: typing.Optional[str]

Description

  • Type: typing.Optional[str]

Status

  • Type: typing.Optional[typing.Literal['DELETING', 'HOSTED', 'HOSTING_FAILED', 'STARTING_HOSTING', 'STOPPING_HOSTING', 'SYSTEM_UPDATING', 'TRAINED', 'TRAINING', 'TRAINING_FAILED']]

StatusMessage

  • Type: typing.Optional[str]

Performance

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutvision.lookoutvision_classes.ModelPerformance]

ModelPackagingConfiguration

Greengrass

  • Type:
  • Required: Yes

ModelPackagingConfigurationOutput

Greengrass

  • Type:
  • Required: Yes

ModelPackagingDescription

JobName

  • Type: typing.Optional[str]

ProjectName

  • Type: typing.Optional[str]

ModelVersion

  • Type: typing.Optional[str]

ModelPackagingConfiguration

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutvision.lookoutvision_classes.ModelPackagingConfigurationOutput]

ModelPackagingJobDescription

  • Type: typing.Optional[str]

ModelPackagingMethod

  • Type: typing.Optional[str]

ModelPackagingOutputDetails

  • Type:

Status

  • Type: typing.Optional[typing.Literal['CREATED', 'FAILED', 'RUNNING', 'SUCCEEDED']]

StatusMessage

  • Type: typing.Optional[str]

CreationTimestamp

  • Type: typing.Optional[datetime.datetime]

LastUpdatedTimestamp

  • Type: typing.Optional[datetime.datetime]

ModelPackagingJobMetadata

JobName

  • Type: typing.Optional[str]

ProjectName

  • Type: typing.Optional[str]

ModelVersion

  • Type: typing.Optional[str]

ModelPackagingJobDescription

  • Type: typing.Optional[str]

ModelPackagingMethod

  • Type: typing.Optional[str]

Status

  • Type: typing.Optional[typing.Literal['CREATED', 'FAILED', 'RUNNING', 'SUCCEEDED']]

StatusMessage

  • Type: typing.Optional[str]

CreationTimestamp

  • Type: typing.Optional[datetime.datetime]

LastUpdatedTimestamp

  • Type: typing.Optional[datetime.datetime]

ModelPackagingOutputDetails

Greengrass

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutvision.lookoutvision_classes.GreengrassOutputDetails]

ModelPerformance

F1Score

  • Type: typing.Optional[float]

Recall

  • Type: typing.Optional[float]

Precision

  • Type: typing.Optional[float]

OutputConfig

S3Location

  • Type:
  • Required: Yes

OutputS3Object

Bucket

  • Type:
  • Required: Yes

Key

  • Type:
  • Required: Yes

PaginatorConfig

MaxItems

  • Type: typing.Optional[int]

PageSize

  • Type: typing.Optional[int]

StartingToken

  • Type: typing.Optional[str]

PixelAnomaly

TotalPercentageArea

  • Type: typing.Optional[float]

Color

  • Type: typing.Optional[str]

ProjectDescription

ProjectArn

  • Type: typing.Optional[str]

ProjectName

  • Type: typing.Optional[str]

CreationTimestamp

  • Type: typing.Optional[datetime.datetime]

Datasets

  • Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.lookoutvision.lookoutvision_classes.DatasetMetadata]]

ProjectMetadata

ProjectArn

  • Type: typing.Optional[str]

ProjectName

  • Type: typing.Optional[str]

CreationTimestamp

  • Type: typing.Optional[datetime.datetime]

ResponseMetadata

RequestId

  • Type:
  • Required: Yes

HTTPStatusCode

  • Type:
  • Required: Yes

HTTPHeaders

  • Type: typing.Dict[str, str]
  • Required: Yes

RetryAttempts

  • Type:
  • Required: Yes

HostId

  • Type: typing.Optional[str]

S3Location

Bucket

  • Type:
  • Required: Yes

Prefix

  • Type: typing.Optional[str]

StartModelPackagingJobRequest

ProjectName

  • Type:
  • Required: Yes

ModelVersion

  • Type:
  • Required: Yes

Configuration

  • Type: typing.Union[aws_resource_validator.pydantic_models.lookoutvision.lookoutvision_classes.ModelPackagingConfiguration, aws_resource_validator.pydantic_models.lookoutvision.lookoutvision_classes.ModelPackagingConfigurationOutput]
  • Required: Yes

JobName

  • Type: typing.Optional[str]

Description

  • Type: typing.Optional[str]

ClientToken

  • Type: typing.Optional[str]

StartModelPackagingJobResponse

JobName

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

StartModelRequest

ProjectName

  • Type:
  • Required: Yes

ModelVersion

  • Type:
  • Required: Yes

MinInferenceUnits

  • Type:
  • Required: Yes

ClientToken

  • Type: typing.Optional[str]

MaxInferenceUnits

  • Type: typing.Optional[int]

StartModelResponse

Status

  • Type: typing.Literal['HOSTED', 'HOSTING_FAILED', 'STARTING_HOSTING', 'STOPPING_HOSTING', 'SYSTEM_UPDATING']
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

StopModelRequest

ProjectName

  • Type:
  • Required: Yes

ModelVersion

  • Type:
  • Required: Yes

ClientToken

  • Type: typing.Optional[str]

StopModelResponse

Status

  • Type: typing.Literal['HOSTED', 'HOSTING_FAILED', 'STARTING_HOSTING', 'STOPPING_HOSTING', 'SYSTEM_UPDATING']
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

Tag

Key

  • Type:
  • Required: Yes

Value

  • Type:
  • Required: Yes

TagResourceRequest

ResourceArn

  • Type:
  • Required: Yes

Tags

  • Type: typing.List[aws_resource_validator.pydantic_models.lookoutvision.lookoutvision_classes.Tag]
  • Required: Yes

TargetPlatform

Os

  • Type: typing.Literal['LINUX']
  • Required: Yes

Arch

  • Type: typing.Literal['ARM64', 'X86_64']
  • Required: Yes

Accelerator

  • Type: typing.Optional[typing.Literal['NVIDIA']]

UntagResourceRequest

ResourceArn

  • Type:
  • Required: Yes

TagKeys

  • Type: typing.List[str]
  • Required: Yes

UpdateDatasetEntriesRequest

ProjectName

  • Type:
  • Required: Yes

DatasetType

  • Type:
  • Required: Yes

Changes

  • Type: typing.Union[str, bytes, typing.IO[typing.Any], botocore.response.StreamingBody]
  • Required: Yes

ClientToken

  • Type: typing.Optional[str]

UpdateDatasetEntriesResponse

Status

  • Type: typing.Literal['CREATE_COMPLETE', 'CREATE_FAILED', 'CREATE_IN_PROGRESS', 'DELETE_COMPLETE', 'DELETE_FAILED', 'DELETE_IN_PROGRESS', 'UPDATE_COMPLETE', 'UPDATE_FAILED_ROLLBACK_COMPLETE', 'UPDATE_FAILED_ROLLBACK_IN_PROGRESS', 'UPDATE_IN_PROGRESS']
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes