/AWS1/CL_REK=>CREATEDATASET()
¶
About CreateDataset¶
This operation applies only to Amazon Rekognition Custom Labels.
Creates a new Amazon Rekognition Custom Labels dataset. You can create a dataset by using an Amazon Sagemaker format manifest file or by copying an existing Amazon Rekognition Custom Labels dataset.
To create a training dataset for a project, specify TRAIN
for the value of
DatasetType
. To create the test dataset for a project,
specify TEST
for the value of DatasetType
.
The response from CreateDataset
is the Amazon Resource Name (ARN) for the dataset.
Creating a dataset takes a while to complete. Use DescribeDataset to check the
current status. The dataset created successfully if the value of Status
is
CREATE_COMPLETE
.
To check if any non-terminal errors occurred, call ListDatasetEntries
and check for the presence of errors
lists in the JSON Lines.
Dataset creation fails if a terminal error occurs (Status
= CREATE_FAILED
).
Currently, you can't access the terminal error information.
For more information, see Creating dataset in the Amazon Rekognition Custom Labels Developer Guide.
This operation requires permissions to perform the rekognition:CreateDataset
action.
If you want to copy an existing dataset, you also require permission to perform the rekognition:ListDatasetEntries
action.
Method Signature¶
IMPORTING¶
Required arguments:¶
IV_DATASETTYPE
TYPE /AWS1/REKDATASETTYPE
/AWS1/REKDATASETTYPE
¶
The type of the dataset. Specify
TRAIN
to create a training dataset. SpecifyTEST
to create a test dataset.
IV_PROJECTARN
TYPE /AWS1/REKPROJECTARN
/AWS1/REKPROJECTARN
¶
The ARN of the Amazon Rekognition Custom Labels project to which you want to asssign the dataset.
Optional arguments:¶
IO_DATASETSOURCE
TYPE REF TO /AWS1/CL_REKDATASETSOURCE
/AWS1/CL_REKDATASETSOURCE
¶
The source files for the dataset. You can specify the ARN of an existing dataset or specify the Amazon S3 bucket location of an Amazon Sagemaker format manifest file. If you don't specify
datasetSource
, an empty dataset is created. To add labeled images to the dataset, You can use the console or call UpdateDatasetEntries.