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.