@Generated(value="com.amazonaws:aws-java-sdk-code-generator") public class AbstractAmazonLookoutforVisionAsync extends AbstractAmazonLookoutforVision implements AmazonLookoutforVisionAsync
AmazonLookoutforVisionAsync. Convenient method forms pass through to the
corresponding overload that takes a request object and an AsyncHandler, which throws an
UnsupportedOperationException.ENDPOINT_PREFIXcreateDataset, createModel, createProject, deleteDataset, deleteModel, deleteProject, describeDataset, describeModel, describeProject, detectAnomalies, getCachedResponseMetadata, listDatasetEntries, listModels, listProjects, listTagsForResource, shutdown, startModel, stopModel, tagResource, untagResource, updateDatasetEntriesequals, getClass, hashCode, notify, notifyAll, toString, wait, wait, waitcreateDataset, createModel, createProject, deleteDataset, deleteModel, deleteProject, describeDataset, describeModel, describeProject, detectAnomalies, getCachedResponseMetadata, listDatasetEntries, listModels, listProjects, listTagsForResource, shutdown, startModel, stopModel, tagResource, untagResource, updateDatasetEntriespublic Future<CreateDatasetResult> createDatasetAsync(CreateDatasetRequest request)
AmazonLookoutforVisionAsync
Creates a new dataset in an Amazon Lookout for Vision project. CreateDataset can create a training
or a test dataset from a valid dataset source (DatasetSource).
If you want a single dataset project, specify train for the value of DatasetType.
To have a project with separate training and test datasets, call CreateDataset twice. On the first
call, specify train for the value of DatasetType. On the second call, specify
test for the value of DatasetType.
This operation requires permissions to perform the lookoutvision:CreateDataset operation.
createDatasetAsync in interface AmazonLookoutforVisionAsyncpublic Future<CreateDatasetResult> createDatasetAsync(CreateDatasetRequest request, AsyncHandler<CreateDatasetRequest,CreateDatasetResult> asyncHandler)
AmazonLookoutforVisionAsync
Creates a new dataset in an Amazon Lookout for Vision project. CreateDataset can create a training
or a test dataset from a valid dataset source (DatasetSource).
If you want a single dataset project, specify train for the value of DatasetType.
To have a project with separate training and test datasets, call CreateDataset twice. On the first
call, specify train for the value of DatasetType. On the second call, specify
test for the value of DatasetType.
This operation requires permissions to perform the lookoutvision:CreateDataset operation.
createDatasetAsync in interface AmazonLookoutforVisionAsyncasyncHandler - Asynchronous callback handler for events in the lifecycle of the request. Users can provide an
implementation of the callback methods in this interface to receive notification of successful or
unsuccessful completion of the operation.public Future<CreateModelResult> createModelAsync(CreateModelRequest request)
AmazonLookoutforVisionAsync
Creates a new version of a model within an an Amazon Lookout for Vision project. CreateModel is an
asynchronous operation in which Amazon Lookout for Vision trains, tests, and evaluates a new version of a model.
To get the current status, check the Status field returned in the response from
DescribeModel.
If the project has a single dataset, Amazon Lookout for Vision internally splits the dataset to create a training and a test dataset. If the project has a training and a test dataset, Lookout for Vision uses the respective datasets to train and test the model.
After training completes, the evaluation metrics are stored at the location specified in
OutputConfig.
This operation requires permissions to perform the lookoutvision:CreateModel operation. If you want
to tag your model, you also require permission to the lookoutvision:TagResource operation.
createModelAsync in interface AmazonLookoutforVisionAsyncpublic Future<CreateModelResult> createModelAsync(CreateModelRequest request, AsyncHandler<CreateModelRequest,CreateModelResult> asyncHandler)
AmazonLookoutforVisionAsync
Creates a new version of a model within an an Amazon Lookout for Vision project. CreateModel is an
asynchronous operation in which Amazon Lookout for Vision trains, tests, and evaluates a new version of a model.
To get the current status, check the Status field returned in the response from
DescribeModel.
If the project has a single dataset, Amazon Lookout for Vision internally splits the dataset to create a training and a test dataset. If the project has a training and a test dataset, Lookout for Vision uses the respective datasets to train and test the model.
After training completes, the evaluation metrics are stored at the location specified in
OutputConfig.
This operation requires permissions to perform the lookoutvision:CreateModel operation. If you want
to tag your model, you also require permission to the lookoutvision:TagResource operation.
createModelAsync in interface AmazonLookoutforVisionAsyncasyncHandler - Asynchronous callback handler for events in the lifecycle of the request. Users can provide an
implementation of the callback methods in this interface to receive notification of successful or
unsuccessful completion of the operation.public Future<CreateProjectResult> createProjectAsync(CreateProjectRequest request)
AmazonLookoutforVisionAsyncCreates an empty Amazon Lookout for Vision project. After you create the project, add a dataset by calling CreateDataset.
This operation requires permissions to perform the lookoutvision:CreateProject operation.
createProjectAsync in interface AmazonLookoutforVisionAsyncpublic Future<CreateProjectResult> createProjectAsync(CreateProjectRequest request, AsyncHandler<CreateProjectRequest,CreateProjectResult> asyncHandler)
AmazonLookoutforVisionAsyncCreates an empty Amazon Lookout for Vision project. After you create the project, add a dataset by calling CreateDataset.
This operation requires permissions to perform the lookoutvision:CreateProject operation.
createProjectAsync in interface AmazonLookoutforVisionAsyncasyncHandler - Asynchronous callback handler for events in the lifecycle of the request. Users can provide an
implementation of the callback methods in this interface to receive notification of successful or
unsuccessful completion of the operation.public Future<DeleteDatasetResult> deleteDatasetAsync(DeleteDatasetRequest request)
AmazonLookoutforVisionAsync
Deletes an existing Amazon Lookout for Vision dataset.
If your the project has a single dataset, you must create a new dataset before you can create a model.
If you project has a training dataset and a test dataset consider the following.
If you delete the test dataset, your project reverts to a single dataset project. If you then train the model, Amazon Lookout for Vision internally splits the remaining dataset into a training and test dataset.
If you delete the training dataset, you must create a training dataset before you can create a model.
It might take a while to delete the dataset. To check the current status, check the Status field in
the response from a call to DescribeDataset.
This operation requires permissions to perform the lookoutvision:DeleteDataset operation.
deleteDatasetAsync in interface AmazonLookoutforVisionAsyncpublic Future<DeleteDatasetResult> deleteDatasetAsync(DeleteDatasetRequest request, AsyncHandler<DeleteDatasetRequest,DeleteDatasetResult> asyncHandler)
AmazonLookoutforVisionAsync
Deletes an existing Amazon Lookout for Vision dataset.
If your the project has a single dataset, you must create a new dataset before you can create a model.
If you project has a training dataset and a test dataset consider the following.
If you delete the test dataset, your project reverts to a single dataset project. If you then train the model, Amazon Lookout for Vision internally splits the remaining dataset into a training and test dataset.
If you delete the training dataset, you must create a training dataset before you can create a model.
It might take a while to delete the dataset. To check the current status, check the Status field in
the response from a call to DescribeDataset.
This operation requires permissions to perform the lookoutvision:DeleteDataset operation.
deleteDatasetAsync in interface AmazonLookoutforVisionAsyncasyncHandler - Asynchronous callback handler for events in the lifecycle of the request. Users can provide an
implementation of the callback methods in this interface to receive notification of successful or
unsuccessful completion of the operation.public Future<DeleteModelResult> deleteModelAsync(DeleteModelRequest request)
AmazonLookoutforVisionAsyncDeletes an Amazon Lookout for Vision model. You can't delete a running model. To stop a running model, use the StopModel operation.
This operation requires permissions to perform the lookoutvision:DeleteModel operation.
deleteModelAsync in interface AmazonLookoutforVisionAsyncpublic Future<DeleteModelResult> deleteModelAsync(DeleteModelRequest request, AsyncHandler<DeleteModelRequest,DeleteModelResult> asyncHandler)
AmazonLookoutforVisionAsyncDeletes an Amazon Lookout for Vision model. You can't delete a running model. To stop a running model, use the StopModel operation.
This operation requires permissions to perform the lookoutvision:DeleteModel operation.
deleteModelAsync in interface AmazonLookoutforVisionAsyncasyncHandler - Asynchronous callback handler for events in the lifecycle of the request. Users can provide an
implementation of the callback methods in this interface to receive notification of successful or
unsuccessful completion of the operation.public Future<DeleteProjectResult> deleteProjectAsync(DeleteProjectRequest request)
AmazonLookoutforVisionAsyncDeletes an Amazon Lookout for Vision project.
To delete a project, you must first delete each version of the model associated with the project. To delete a model use the DeleteModel operation.
You also have to delete the dataset(s) associated with the model. For more information, see DeleteDataset. The images referenced by the training and test datasets aren't deleted.
This operation requires permissions to perform the lookoutvision:DeleteProject operation.
deleteProjectAsync in interface AmazonLookoutforVisionAsyncpublic Future<DeleteProjectResult> deleteProjectAsync(DeleteProjectRequest request, AsyncHandler<DeleteProjectRequest,DeleteProjectResult> asyncHandler)
AmazonLookoutforVisionAsyncDeletes an Amazon Lookout for Vision project.
To delete a project, you must first delete each version of the model associated with the project. To delete a model use the DeleteModel operation.
You also have to delete the dataset(s) associated with the model. For more information, see DeleteDataset. The images referenced by the training and test datasets aren't deleted.
This operation requires permissions to perform the lookoutvision:DeleteProject operation.
deleteProjectAsync in interface AmazonLookoutforVisionAsyncasyncHandler - Asynchronous callback handler for events in the lifecycle of the request. Users can provide an
implementation of the callback methods in this interface to receive notification of successful or
unsuccessful completion of the operation.public Future<DescribeDatasetResult> describeDatasetAsync(DescribeDatasetRequest request)
AmazonLookoutforVisionAsyncDescribe an Amazon Lookout for Vision dataset.
This operation requires permissions to perform the lookoutvision:DescribeDataset operation.
describeDatasetAsync in interface AmazonLookoutforVisionAsyncpublic Future<DescribeDatasetResult> describeDatasetAsync(DescribeDatasetRequest request, AsyncHandler<DescribeDatasetRequest,DescribeDatasetResult> asyncHandler)
AmazonLookoutforVisionAsyncDescribe an Amazon Lookout for Vision dataset.
This operation requires permissions to perform the lookoutvision:DescribeDataset operation.
describeDatasetAsync in interface AmazonLookoutforVisionAsyncasyncHandler - Asynchronous callback handler for events in the lifecycle of the request. Users can provide an
implementation of the callback methods in this interface to receive notification of successful or
unsuccessful completion of the operation.public Future<DescribeModelResult> describeModelAsync(DescribeModelRequest request)
AmazonLookoutforVisionAsyncDescribes a version of an Amazon Lookout for Vision model.
This operation requires permissions to perform the lookoutvision:DescribeModel operation.
describeModelAsync in interface AmazonLookoutforVisionAsyncpublic Future<DescribeModelResult> describeModelAsync(DescribeModelRequest request, AsyncHandler<DescribeModelRequest,DescribeModelResult> asyncHandler)
AmazonLookoutforVisionAsyncDescribes a version of an Amazon Lookout for Vision model.
This operation requires permissions to perform the lookoutvision:DescribeModel operation.
describeModelAsync in interface AmazonLookoutforVisionAsyncasyncHandler - Asynchronous callback handler for events in the lifecycle of the request. Users can provide an
implementation of the callback methods in this interface to receive notification of successful or
unsuccessful completion of the operation.public Future<DescribeProjectResult> describeProjectAsync(DescribeProjectRequest request)
AmazonLookoutforVisionAsyncDescribes an Amazon Lookout for Vision project.
This operation requires permissions to perform the lookoutvision:DescribeProject operation.
describeProjectAsync in interface AmazonLookoutforVisionAsyncpublic Future<DescribeProjectResult> describeProjectAsync(DescribeProjectRequest request, AsyncHandler<DescribeProjectRequest,DescribeProjectResult> asyncHandler)
AmazonLookoutforVisionAsyncDescribes an Amazon Lookout for Vision project.
This operation requires permissions to perform the lookoutvision:DescribeProject operation.
describeProjectAsync in interface AmazonLookoutforVisionAsyncasyncHandler - Asynchronous callback handler for events in the lifecycle of the request. Users can provide an
implementation of the callback methods in this interface to receive notification of successful or
unsuccessful completion of the operation.public Future<DetectAnomaliesResult> detectAnomaliesAsync(DetectAnomaliesRequest request)
AmazonLookoutforVisionAsyncDetects anomalies in an image that you supply.
The response from DetectAnomalies includes a boolean prediction that the image contains one or more
anomalies and a confidence value for the prediction.
Before calling DetectAnomalies, you must first start your model with the StartModel
operation. You are charged for the amount of time, in minutes, that a model runs and for the number of anomaly
detection units that your model uses. If you are not using a model, use the StopModel operation to stop
your model.
This operation requires permissions to perform the lookoutvision:DetectAnomalies operation.
detectAnomaliesAsync in interface AmazonLookoutforVisionAsyncpublic Future<DetectAnomaliesResult> detectAnomaliesAsync(DetectAnomaliesRequest request, AsyncHandler<DetectAnomaliesRequest,DetectAnomaliesResult> asyncHandler)
AmazonLookoutforVisionAsyncDetects anomalies in an image that you supply.
The response from DetectAnomalies includes a boolean prediction that the image contains one or more
anomalies and a confidence value for the prediction.
Before calling DetectAnomalies, you must first start your model with the StartModel
operation. You are charged for the amount of time, in minutes, that a model runs and for the number of anomaly
detection units that your model uses. If you are not using a model, use the StopModel operation to stop
your model.
This operation requires permissions to perform the lookoutvision:DetectAnomalies operation.
detectAnomaliesAsync in interface AmazonLookoutforVisionAsyncasyncHandler - Asynchronous callback handler for events in the lifecycle of the request. Users can provide an
implementation of the callback methods in this interface to receive notification of successful or
unsuccessful completion of the operation.public Future<ListDatasetEntriesResult> listDatasetEntriesAsync(ListDatasetEntriesRequest request)
AmazonLookoutforVisionAsyncLists the JSON Lines within a dataset. An Amazon Lookout for Vision JSON Line contains the anomaly information for a single image, including the image location and the assigned label.
This operation requires permissions to perform the lookoutvision:ListDatasetEntries operation.
listDatasetEntriesAsync in interface AmazonLookoutforVisionAsyncpublic Future<ListDatasetEntriesResult> listDatasetEntriesAsync(ListDatasetEntriesRequest request, AsyncHandler<ListDatasetEntriesRequest,ListDatasetEntriesResult> asyncHandler)
AmazonLookoutforVisionAsyncLists the JSON Lines within a dataset. An Amazon Lookout for Vision JSON Line contains the anomaly information for a single image, including the image location and the assigned label.
This operation requires permissions to perform the lookoutvision:ListDatasetEntries operation.
listDatasetEntriesAsync in interface AmazonLookoutforVisionAsyncasyncHandler - Asynchronous callback handler for events in the lifecycle of the request. Users can provide an
implementation of the callback methods in this interface to receive notification of successful or
unsuccessful completion of the operation.public Future<ListModelsResult> listModelsAsync(ListModelsRequest request)
AmazonLookoutforVisionAsyncLists the versions of a model in an Amazon Lookout for Vision project.
This operation requires permissions to perform the lookoutvision:ListModels operation.
listModelsAsync in interface AmazonLookoutforVisionAsyncpublic Future<ListModelsResult> listModelsAsync(ListModelsRequest request, AsyncHandler<ListModelsRequest,ListModelsResult> asyncHandler)
AmazonLookoutforVisionAsyncLists the versions of a model in an Amazon Lookout for Vision project.
This operation requires permissions to perform the lookoutvision:ListModels operation.
listModelsAsync in interface AmazonLookoutforVisionAsyncasyncHandler - Asynchronous callback handler for events in the lifecycle of the request. Users can provide an
implementation of the callback methods in this interface to receive notification of successful or
unsuccessful completion of the operation.public Future<ListProjectsResult> listProjectsAsync(ListProjectsRequest request)
AmazonLookoutforVisionAsyncLists the Amazon Lookout for Vision projects in your AWS account.
This operation requires permissions to perform the lookoutvision:ListProjects operation.
listProjectsAsync in interface AmazonLookoutforVisionAsyncpublic Future<ListProjectsResult> listProjectsAsync(ListProjectsRequest request, AsyncHandler<ListProjectsRequest,ListProjectsResult> asyncHandler)
AmazonLookoutforVisionAsyncLists the Amazon Lookout for Vision projects in your AWS account.
This operation requires permissions to perform the lookoutvision:ListProjects operation.
listProjectsAsync in interface AmazonLookoutforVisionAsyncasyncHandler - Asynchronous callback handler for events in the lifecycle of the request. Users can provide an
implementation of the callback methods in this interface to receive notification of successful or
unsuccessful completion of the operation.public Future<ListTagsForResourceResult> listTagsForResourceAsync(ListTagsForResourceRequest request)
AmazonLookoutforVisionAsyncReturns a list of tags attached to the specified Amazon Lookout for Vision model.
This operation requires permissions to perform the lookoutvision:ListTagsForResource operation.
listTagsForResourceAsync in interface AmazonLookoutforVisionAsyncpublic Future<ListTagsForResourceResult> listTagsForResourceAsync(ListTagsForResourceRequest request, AsyncHandler<ListTagsForResourceRequest,ListTagsForResourceResult> asyncHandler)
AmazonLookoutforVisionAsyncReturns a list of tags attached to the specified Amazon Lookout for Vision model.
This operation requires permissions to perform the lookoutvision:ListTagsForResource operation.
listTagsForResourceAsync in interface AmazonLookoutforVisionAsyncasyncHandler - Asynchronous callback handler for events in the lifecycle of the request. Users can provide an
implementation of the callback methods in this interface to receive notification of successful or
unsuccessful completion of the operation.public Future<StartModelResult> startModelAsync(StartModelRequest request)
AmazonLookoutforVisionAsyncStarts the running of the version of an Amazon Lookout for Vision model. Starting a model takes a while to complete. To check the current state of the model, use DescribeModel.
Once the model is running, you can detect custom labels in new images by calling DetectAnomalies.
You are charged for the amount of time that the model is running. To stop a running model, call StopModel.
This operation requires permissions to perform the lookoutvision:StartModel operation.
startModelAsync in interface AmazonLookoutforVisionAsyncpublic Future<StartModelResult> startModelAsync(StartModelRequest request, AsyncHandler<StartModelRequest,StartModelResult> asyncHandler)
AmazonLookoutforVisionAsyncStarts the running of the version of an Amazon Lookout for Vision model. Starting a model takes a while to complete. To check the current state of the model, use DescribeModel.
Once the model is running, you can detect custom labels in new images by calling DetectAnomalies.
You are charged for the amount of time that the model is running. To stop a running model, call StopModel.
This operation requires permissions to perform the lookoutvision:StartModel operation.
startModelAsync in interface AmazonLookoutforVisionAsyncasyncHandler - Asynchronous callback handler for events in the lifecycle of the request. Users can provide an
implementation of the callback methods in this interface to receive notification of successful or
unsuccessful completion of the operation.public Future<StopModelResult> stopModelAsync(StopModelRequest request)
AmazonLookoutforVisionAsyncStops a running model. The operation might take a while to complete. To check the current status, call DescribeModel.
This operation requires permissions to perform the lookoutvision:StopModel operation.
stopModelAsync in interface AmazonLookoutforVisionAsyncpublic Future<StopModelResult> stopModelAsync(StopModelRequest request, AsyncHandler<StopModelRequest,StopModelResult> asyncHandler)
AmazonLookoutforVisionAsyncStops a running model. The operation might take a while to complete. To check the current status, call DescribeModel.
This operation requires permissions to perform the lookoutvision:StopModel operation.
stopModelAsync in interface AmazonLookoutforVisionAsyncasyncHandler - Asynchronous callback handler for events in the lifecycle of the request. Users can provide an
implementation of the callback methods in this interface to receive notification of successful or
unsuccessful completion of the operation.public Future<TagResourceResult> tagResourceAsync(TagResourceRequest request)
AmazonLookoutforVisionAsyncAdds one or more key-value tags to an Amazon Lookout for Vision model. For more information, see Tagging a model in the Amazon Lookout for Vision Developer Guide.
This operation requires permissions to perform the lookoutvision:TagResource operation.
tagResourceAsync in interface AmazonLookoutforVisionAsyncpublic Future<TagResourceResult> tagResourceAsync(TagResourceRequest request, AsyncHandler<TagResourceRequest,TagResourceResult> asyncHandler)
AmazonLookoutforVisionAsyncAdds one or more key-value tags to an Amazon Lookout for Vision model. For more information, see Tagging a model in the Amazon Lookout for Vision Developer Guide.
This operation requires permissions to perform the lookoutvision:TagResource operation.
tagResourceAsync in interface AmazonLookoutforVisionAsyncasyncHandler - Asynchronous callback handler for events in the lifecycle of the request. Users can provide an
implementation of the callback methods in this interface to receive notification of successful or
unsuccessful completion of the operation.public Future<UntagResourceResult> untagResourceAsync(UntagResourceRequest request)
AmazonLookoutforVisionAsyncRemoves one or more tags from an Amazon Lookout for Vision model. For more information, see Tagging a model in the Amazon Lookout for Vision Developer Guide.
This operation requires permissions to perform the lookoutvision:UntagResource operation.
untagResourceAsync in interface AmazonLookoutforVisionAsyncpublic Future<UntagResourceResult> untagResourceAsync(UntagResourceRequest request, AsyncHandler<UntagResourceRequest,UntagResourceResult> asyncHandler)
AmazonLookoutforVisionAsyncRemoves one or more tags from an Amazon Lookout for Vision model. For more information, see Tagging a model in the Amazon Lookout for Vision Developer Guide.
This operation requires permissions to perform the lookoutvision:UntagResource operation.
untagResourceAsync in interface AmazonLookoutforVisionAsyncasyncHandler - Asynchronous callback handler for events in the lifecycle of the request. Users can provide an
implementation of the callback methods in this interface to receive notification of successful or
unsuccessful completion of the operation.public Future<UpdateDatasetEntriesResult> updateDatasetEntriesAsync(UpdateDatasetEntriesRequest request)
AmazonLookoutforVisionAsyncAdds one or more JSON Line entries to a dataset. A JSON Line includes information about an image used for training or testing an Amazon Lookout for Vision model. The following is an example JSON Line.
Updating a dataset might take a while to complete. To check the current status, call DescribeDataset and
check the Status field in the response.
This operation requires permissions to perform the lookoutvision:UpdateDatasetEntries operation.
updateDatasetEntriesAsync in interface AmazonLookoutforVisionAsyncpublic Future<UpdateDatasetEntriesResult> updateDatasetEntriesAsync(UpdateDatasetEntriesRequest request, AsyncHandler<UpdateDatasetEntriesRequest,UpdateDatasetEntriesResult> asyncHandler)
AmazonLookoutforVisionAsyncAdds one or more JSON Line entries to a dataset. A JSON Line includes information about an image used for training or testing an Amazon Lookout for Vision model. The following is an example JSON Line.
Updating a dataset might take a while to complete. To check the current status, call DescribeDataset and
check the Status field in the response.
This operation requires permissions to perform the lookoutvision:UpdateDatasetEntries operation.
updateDatasetEntriesAsync in interface AmazonLookoutforVisionAsyncasyncHandler - Asynchronous callback handler for events in the lifecycle of the request. Users can provide an
implementation of the callback methods in this interface to receive notification of successful or
unsuccessful completion of the operation.