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Lookoutvision Classes

AnomalyTypeDef

Name

  • Type: typing.Optional[str]

PixelAnomaly

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutvision_classes.PixelAnomalyTypeDef]

BaseValidatorModel

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CreateDatasetRequestRequestTypeDef

ProjectName

  • Type:
  • Required: Yes

DatasetType

  • Type:
  • Required: Yes

DatasetSource

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutvision_classes.DatasetSourceTypeDef]

ClientToken

  • Type: typing.Optional[str]

CreateDatasetResponseTypeDef

DatasetMetadata

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

CreateModelRequestRequestTypeDef

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.Sequence[aws_resource_validator.pydantic_models.lookoutvision_classes.TagTypeDef]]

CreateModelResponseTypeDef

ModelMetadata

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

CreateProjectRequestRequestTypeDef

ProjectName

  • Type:
  • Required: Yes

ClientToken

  • Type: typing.Optional[str]

CreateProjectResponseTypeDef

ProjectMetadata

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

DatasetDescriptionTypeDef

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_classes.DatasetImageStatsTypeDef]

DatasetGroundTruthManifestTypeDef

S3Object

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutvision_classes.InputS3ObjectTypeDef]

DatasetImageStatsTypeDef

Total

  • Type: typing.Optional[int]

Labeled

  • Type: typing.Optional[int]

Normal

  • Type: typing.Optional[int]

Anomaly

  • Type: typing.Optional[int]

DatasetMetadataTypeDef

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]

DatasetSourceTypeDef

GroundTruthManifest

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutvision_classes.DatasetGroundTruthManifestTypeDef]

DeleteDatasetRequestRequestTypeDef

ProjectName

  • Type:
  • Required: Yes

DatasetType

  • Type:
  • Required: Yes

ClientToken

  • Type: typing.Optional[str]

DeleteModelRequestRequestTypeDef

ProjectName

  • Type:
  • Required: Yes

ModelVersion

  • Type:
  • Required: Yes

ClientToken

  • Type: typing.Optional[str]

DeleteModelResponseTypeDef

ModelArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

DeleteProjectRequestRequestTypeDef

ProjectName

  • Type:
  • Required: Yes

ClientToken

  • Type: typing.Optional[str]

DeleteProjectResponseTypeDef

ProjectArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

DescribeDatasetRequestRequestTypeDef

ProjectName

  • Type:
  • Required: Yes

DatasetType

  • Type:
  • Required: Yes

DescribeDatasetResponseTypeDef

DatasetDescription

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

DescribeModelPackagingJobRequestRequestTypeDef

ProjectName

  • Type:
  • Required: Yes

JobName

  • Type:
  • Required: Yes

DescribeModelPackagingJobResponseTypeDef

ModelPackagingDescription

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

DescribeModelRequestRequestTypeDef

ProjectName

  • Type:
  • Required: Yes

ModelVersion

  • Type:
  • Required: Yes

DescribeModelResponseTypeDef

ModelDescription

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

DescribeProjectRequestRequestTypeDef

ProjectName

  • Type:
  • Required: Yes

DescribeProjectResponseTypeDef

ProjectDescription

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

DetectAnomaliesRequestRequestTypeDef

ProjectName

  • Type:
  • Required: Yes

ModelVersion

  • Type:
  • Required: Yes

Body

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

ContentType

  • Type:
  • Required: Yes

DetectAnomaliesResponseTypeDef

DetectAnomalyResult

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

DetectAnomalyResultTypeDef

Source

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutvision_classes.ImageSourceTypeDef]

IsAnomalous

  • Type: typing.Optional[bool]

Confidence

  • Type: typing.Optional[float]

Anomalies

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

AnomalyMask

  • Type: typing.Optional[bytes]

GreengrassConfigurationTypeDef

S3OutputLocation

  • Type:
  • Required: Yes

ComponentName

  • Type:
  • Required: Yes

CompilerOptions

  • Type: typing.Optional[str]

TargetDevice

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

TargetPlatform

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutvision_classes.TargetPlatformTypeDef]

ComponentVersion

  • Type: typing.Optional[str]

ComponentDescription

  • Type: typing.Optional[str]

Tags

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

GreengrassOutputDetailsTypeDef

ComponentVersionArn

  • Type: typing.Optional[str]

ComponentName

  • Type: typing.Optional[str]

ComponentVersion

  • Type: typing.Optional[str]

ImageSourceTypeDef

Type

  • Type: typing.Optional[str]

InputS3ObjectTypeDef

Bucket

  • Type:
  • Required: Yes

Key

  • Type:
  • Required: Yes

VersionId

  • Type: typing.Optional[str]

ListDatasetEntriesRequestListDatasetEntriesPaginateTypeDef

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_classes.PaginatorConfigTypeDef]

ListDatasetEntriesRequestRequestTypeDef

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]

ListDatasetEntriesResponseTypeDef

DatasetEntries

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

NextToken

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

ListModelPackagingJobsRequestListModelPackagingJobsPaginateTypeDef

ProjectName

  • Type:
  • Required: Yes

PaginationConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutvision_classes.PaginatorConfigTypeDef]

ListModelPackagingJobsRequestRequestTypeDef

ProjectName

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

MaxResults

  • Type: typing.Optional[int]

ListModelPackagingJobsResponseTypeDef

ModelPackagingJobs

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

NextToken

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

ListModelsRequestListModelsPaginateTypeDef

ProjectName

  • Type:
  • Required: Yes

PaginationConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutvision_classes.PaginatorConfigTypeDef]

ListModelsRequestRequestTypeDef

ProjectName

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

MaxResults

  • Type: typing.Optional[int]

ListModelsResponseTypeDef

Models

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

NextToken

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

ListProjectsRequestListProjectsPaginateTypeDef

PaginationConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutvision_classes.PaginatorConfigTypeDef]

ListProjectsRequestRequestTypeDef

NextToken

  • Type: typing.Optional[str]

MaxResults

  • Type: typing.Optional[int]

ListProjectsResponseTypeDef

Projects

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

NextToken

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

ListTagsForResourceRequestRequestTypeDef

ResourceArn

  • Type:
  • Required: Yes

ListTagsForResourceResponseTypeDef

Tags

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

ResponseMetadata

  • Type:
  • Required: Yes

ModelDescriptionTypeDef

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_classes.ModelPerformanceTypeDef]

OutputConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutvision_classes.OutputConfigTypeDef]

EvaluationManifest

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutvision_classes.OutputS3ObjectTypeDef]

EvaluationResult

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutvision_classes.OutputS3ObjectTypeDef]

EvaluationEndTimestamp

  • Type: typing.Optional[datetime.datetime]

KmsKeyId

  • Type: typing.Optional[str]

MinInferenceUnits

  • Type: typing.Optional[int]

MaxInferenceUnits

  • Type: typing.Optional[int]

ModelMetadataTypeDef

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_classes.ModelPerformanceTypeDef]

ModelPackagingConfigurationTypeDef

Greengrass

  • Type:
  • Required: Yes

ModelPackagingDescriptionTypeDef

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_classes.ModelPackagingConfigurationTypeDef]

ModelPackagingJobDescription

  • Type: typing.Optional[str]

ModelPackagingMethod

  • Type: typing.Optional[str]

ModelPackagingOutputDetails

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutvision_classes.ModelPackagingOutputDetailsTypeDef]

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]

ModelPackagingJobMetadataTypeDef

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]

ModelPackagingOutputDetailsTypeDef

Greengrass

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutvision_classes.GreengrassOutputDetailsTypeDef]

ModelPerformanceTypeDef

F1Score

  • Type: typing.Optional[float]

Recall

  • Type: typing.Optional[float]

Precision

  • Type: typing.Optional[float]

OutputConfigTypeDef

S3Location

  • Type:
  • Required: Yes

OutputS3ObjectTypeDef

Bucket

  • Type:
  • Required: Yes

Key

  • Type:
  • Required: Yes

PaginatorConfigTypeDef

MaxItems

  • Type: typing.Optional[int]

PageSize

  • Type: typing.Optional[int]

StartingToken

  • Type: typing.Optional[str]

PixelAnomalyTypeDef

TotalPercentageArea

  • Type: typing.Optional[float]

Color

  • Type: typing.Optional[str]

ProjectDescriptionTypeDef

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_classes.DatasetMetadataTypeDef]]

ProjectMetadataTypeDef

ProjectArn

  • Type: typing.Optional[str]

ProjectName

  • Type: typing.Optional[str]

CreationTimestamp

  • Type: typing.Optional[datetime.datetime]

ResponseMetadataTypeDef

RequestId

  • Type:
  • Required: Yes

HostId

  • Type:
  • Required: Yes

HTTPStatusCode

  • Type:
  • Required: Yes

HTTPHeaders

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

RetryAttempts

  • Type:
  • Required: Yes

S3LocationTypeDef

Bucket

  • Type:
  • Required: Yes

Prefix

  • Type: typing.Optional[str]

StartModelPackagingJobRequestRequestTypeDef

ProjectName

  • Type:
  • Required: Yes

ModelVersion

  • Type:
  • Required: Yes

Configuration

  • Type:
  • Required: Yes

JobName

  • Type: typing.Optional[str]

Description

  • Type: typing.Optional[str]

ClientToken

  • Type: typing.Optional[str]

StartModelPackagingJobResponseTypeDef

JobName

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

StartModelRequestRequestTypeDef

ProjectName

  • Type:
  • Required: Yes

ModelVersion

  • Type:
  • Required: Yes

MinInferenceUnits

  • Type:
  • Required: Yes

ClientToken

  • Type: typing.Optional[str]

MaxInferenceUnits

  • Type: typing.Optional[int]

StartModelResponseTypeDef

Status

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

ResponseMetadata

  • Type:
  • Required: Yes

StopModelRequestRequestTypeDef

ProjectName

  • Type:
  • Required: Yes

ModelVersion

  • Type:
  • Required: Yes

ClientToken

  • Type: typing.Optional[str]

StopModelResponseTypeDef

Status

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

ResponseMetadata

  • Type:
  • Required: Yes

TagResourceRequestRequestTypeDef

ResourceArn

  • Type:
  • Required: Yes

Tags

  • Type: typing.Sequence[aws_resource_validator.pydantic_models.lookoutvision_classes.TagTypeDef]
  • Required: Yes

TagTypeDef

Key

  • Type:
  • Required: Yes

Value

  • Type:
  • Required: Yes

TargetPlatformTypeDef

Os

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

Arch

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

Accelerator

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

UntagResourceRequestRequestTypeDef

ResourceArn

  • Type:
  • Required: Yes

TagKeys

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

UpdateDatasetEntriesRequestRequestTypeDef

ProjectName

  • Type:
  • Required: Yes

DatasetType

  • Type:
  • Required: Yes

Changes

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

ClientToken

  • Type: typing.Optional[str]

UpdateDatasetEntriesResponseTypeDef

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