com.amazonaws.services.lookoutforvision

Interface AmazonLookoutforVisionAsync

All Superinterfaces:

AmazonLookoutforVision

All Known Implementing Classes:

AbstractAmazonLookoutforVisionAsync, AmazonLookoutforVisionAsyncClient

@Generated(value="com.amazonaws:aws-java-sdk-code-generator")
public interface AmazonLookoutforVisionAsync
extends AmazonLookoutforVision

Interface for accessing Amazon Lookout for Vision asynchronously. Each asynchronous method will return a Java Future object representing the asynchronous operation; overloads which accept an AsyncHandler can be used to receive notification when an asynchronous operation completes.

Note: Do not directly implement this interface, new methods are added to it regularly. Extend from AbstractAmazonLookoutforVisionAsync instead.

This is the Amazon Lookout for Vision API Reference. It provides descriptions of actions, data types, common parameters, and common errors.

Amazon Lookout for Vision enables you to find visual defects in industrial products, accurately and at scale. It uses computer vision to identify missing components in an industrial product, damage to vehicles or structures, irregularities in production lines, and even minuscule defects in silicon wafers — or any other physical item where quality is important such as a missing capacitor on printed circuit boards.

Field Summary

Fields inherited from interface com.amazonaws.services.lookoutforvision.AmazonLookoutforVision

ENDPOINT_PREFIX

Method Summary

Modifier and Type	Method and Description
Future<CreateDatasetResult>	createDatasetAsync(CreateDatasetRequest createDatasetRequest) Creates a new dataset in an Amazon Lookout for Vision project.
Future<CreateDatasetResult>	createDatasetAsync(CreateDatasetRequest createDatasetRequest, AsyncHandler<CreateDatasetRequest,CreateDatasetResult> asyncHandler) Creates a new dataset in an Amazon Lookout for Vision project.
Future<CreateModelResult>	createModelAsync(CreateModelRequest createModelRequest) Creates a new version of a model within an an Amazon Lookout for Vision project.
Future<CreateModelResult>	createModelAsync(CreateModelRequest createModelRequest, AsyncHandler<CreateModelRequest,CreateModelResult> asyncHandler) Creates a new version of a model within an an Amazon Lookout for Vision project.
Future<CreateProjectResult>	createProjectAsync(CreateProjectRequest createProjectRequest) Creates an empty Amazon Lookout for Vision project.
Future<CreateProjectResult>	createProjectAsync(CreateProjectRequest createProjectRequest, AsyncHandler<CreateProjectRequest,CreateProjectResult> asyncHandler) Creates an empty Amazon Lookout for Vision project.
Future<DeleteDatasetResult>	deleteDatasetAsync(DeleteDatasetRequest deleteDatasetRequest) Deletes an existing Amazon Lookout for Vision dataset.
Future<DeleteDatasetResult>	deleteDatasetAsync(DeleteDatasetRequest deleteDatasetRequest, AsyncHandler<DeleteDatasetRequest,DeleteDatasetResult> asyncHandler) Deletes an existing Amazon Lookout for Vision dataset.
Future<DeleteModelResult>	deleteModelAsync(DeleteModelRequest deleteModelRequest) Deletes an Amazon Lookout for Vision model.
Future<DeleteModelResult>	deleteModelAsync(DeleteModelRequest deleteModelRequest, AsyncHandler<DeleteModelRequest,DeleteModelResult> asyncHandler) Deletes an Amazon Lookout for Vision model.
Future<DeleteProjectResult>	deleteProjectAsync(DeleteProjectRequest deleteProjectRequest) Deletes an Amazon Lookout for Vision project.
Future<DeleteProjectResult>	deleteProjectAsync(DeleteProjectRequest deleteProjectRequest, AsyncHandler<DeleteProjectRequest,DeleteProjectResult> asyncHandler) Deletes an Amazon Lookout for Vision project.
Future<DescribeDatasetResult>	describeDatasetAsync(DescribeDatasetRequest describeDatasetRequest) Describe an Amazon Lookout for Vision dataset.
Future<DescribeDatasetResult>	describeDatasetAsync(DescribeDatasetRequest describeDatasetRequest, AsyncHandler<DescribeDatasetRequest,DescribeDatasetResult> asyncHandler) Describe an Amazon Lookout for Vision dataset.
Future<DescribeModelResult>	describeModelAsync(DescribeModelRequest describeModelRequest) Describes a version of an Amazon Lookout for Vision model.
Future<DescribeModelResult>	describeModelAsync(DescribeModelRequest describeModelRequest, AsyncHandler<DescribeModelRequest,DescribeModelResult> asyncHandler) Describes a version of an Amazon Lookout for Vision model.
Future<DescribeModelPackagingJobResult>	describeModelPackagingJobAsync(DescribeModelPackagingJobRequest describeModelPackagingJobRequest) Describes an Amazon Lookout for Vision model packaging job.
Future<DescribeModelPackagingJobResult>	describeModelPackagingJobAsync(DescribeModelPackagingJobRequest describeModelPackagingJobRequest, AsyncHandler<DescribeModelPackagingJobRequest,DescribeModelPackagingJobResult> asyncHandler) Describes an Amazon Lookout for Vision model packaging job.
Future<DescribeProjectResult>	describeProjectAsync(DescribeProjectRequest describeProjectRequest) Describes an Amazon Lookout for Vision project.
Future<DescribeProjectResult>	describeProjectAsync(DescribeProjectRequest describeProjectRequest, AsyncHandler<DescribeProjectRequest,DescribeProjectResult> asyncHandler) Describes an Amazon Lookout for Vision project.
Future<DetectAnomaliesResult>	detectAnomaliesAsync(DetectAnomaliesRequest detectAnomaliesRequest) Detects anomalies in an image that you supply.
Future<DetectAnomaliesResult>	detectAnomaliesAsync(DetectAnomaliesRequest detectAnomaliesRequest, AsyncHandler<DetectAnomaliesRequest,DetectAnomaliesResult> asyncHandler) Detects anomalies in an image that you supply.
Future<ListDatasetEntriesResult>	listDatasetEntriesAsync(ListDatasetEntriesRequest listDatasetEntriesRequest) Lists the JSON Lines within a dataset.
Future<ListDatasetEntriesResult>	listDatasetEntriesAsync(ListDatasetEntriesRequest listDatasetEntriesRequest, AsyncHandler<ListDatasetEntriesRequest,ListDatasetEntriesResult> asyncHandler) Lists the JSON Lines within a dataset.
Future<ListModelPackagingJobsResult>	listModelPackagingJobsAsync(ListModelPackagingJobsRequest listModelPackagingJobsRequest) Lists the model packaging jobs created for an Amazon Lookout for Vision project.
Future<ListModelPackagingJobsResult>	listModelPackagingJobsAsync(ListModelPackagingJobsRequest listModelPackagingJobsRequest, AsyncHandler<ListModelPackagingJobsRequest,ListModelPackagingJobsResult> asyncHandler) Lists the model packaging jobs created for an Amazon Lookout for Vision project.
Future<ListModelsResult>	listModelsAsync(ListModelsRequest listModelsRequest) Lists the versions of a model in an Amazon Lookout for Vision project.
Future<ListModelsResult>	listModelsAsync(ListModelsRequest listModelsRequest, AsyncHandler<ListModelsRequest,ListModelsResult> asyncHandler) Lists the versions of a model in an Amazon Lookout for Vision project.
Future<ListProjectsResult>	listProjectsAsync(ListProjectsRequest listProjectsRequest) Lists the Amazon Lookout for Vision projects in your AWS account that are in the AWS Region in which you call ListProjects.
Future<ListProjectsResult>	listProjectsAsync(ListProjectsRequest listProjectsRequest, AsyncHandler<ListProjectsRequest,ListProjectsResult> asyncHandler) Lists the Amazon Lookout for Vision projects in your AWS account that are in the AWS Region in which you call ListProjects.
Future<ListTagsForResourceResult>	listTagsForResourceAsync(ListTagsForResourceRequest listTagsForResourceRequest) Returns a list of tags attached to the specified Amazon Lookout for Vision model.
Future<ListTagsForResourceResult>	listTagsForResourceAsync(ListTagsForResourceRequest listTagsForResourceRequest, AsyncHandler<ListTagsForResourceRequest,ListTagsForResourceResult> asyncHandler) Returns a list of tags attached to the specified Amazon Lookout for Vision model.
Future<StartModelResult>	startModelAsync(StartModelRequest startModelRequest) Starts the running of the version of an Amazon Lookout for Vision model.
Future<StartModelResult>	startModelAsync(StartModelRequest startModelRequest, AsyncHandler<StartModelRequest,StartModelResult> asyncHandler) Starts the running of the version of an Amazon Lookout for Vision model.
Future<StartModelPackagingJobResult>	startModelPackagingJobAsync(StartModelPackagingJobRequest startModelPackagingJobRequest) Starts an Amazon Lookout for Vision model packaging job.
Future<StartModelPackagingJobResult>	startModelPackagingJobAsync(StartModelPackagingJobRequest startModelPackagingJobRequest, AsyncHandler<StartModelPackagingJobRequest,StartModelPackagingJobResult> asyncHandler) Starts an Amazon Lookout for Vision model packaging job.
Future<StopModelResult>	stopModelAsync(StopModelRequest stopModelRequest) Stops the hosting of a running model.
Future<StopModelResult>	stopModelAsync(StopModelRequest stopModelRequest, AsyncHandler<StopModelRequest,StopModelResult> asyncHandler) Stops the hosting of a running model.
Future<TagResourceResult>	tagResourceAsync(TagResourceRequest tagResourceRequest) Adds one or more key-value tags to an Amazon Lookout for Vision model.
Future<TagResourceResult>	tagResourceAsync(TagResourceRequest tagResourceRequest, AsyncHandler<TagResourceRequest,TagResourceResult> asyncHandler) Adds one or more key-value tags to an Amazon Lookout for Vision model.
Future<UntagResourceResult>	untagResourceAsync(UntagResourceRequest untagResourceRequest) Removes one or more tags from an Amazon Lookout for Vision model.
Future<UntagResourceResult>	untagResourceAsync(UntagResourceRequest untagResourceRequest, AsyncHandler<UntagResourceRequest,UntagResourceResult> asyncHandler) Removes one or more tags from an Amazon Lookout for Vision model.
Future<UpdateDatasetEntriesResult>	updateDatasetEntriesAsync(UpdateDatasetEntriesRequest updateDatasetEntriesRequest) Adds or updates one or more JSON Line entries in a dataset.
Future<UpdateDatasetEntriesResult>	updateDatasetEntriesAsync(UpdateDatasetEntriesRequest updateDatasetEntriesRequest, AsyncHandler<UpdateDatasetEntriesRequest,UpdateDatasetEntriesResult> asyncHandler) Adds or updates one or more JSON Line entries in a dataset.

Methods inherited from interface com.amazonaws.services.lookoutforvision.AmazonLookoutforVision

createDataset, createModel, createProject, deleteDataset, deleteModel, deleteProject, describeDataset, describeModel, describeModelPackagingJob, describeProject, detectAnomalies, getCachedResponseMetadata, listDatasetEntries, listModelPackagingJobs, listModels, listProjects, listTagsForResource, shutdown, startModel, startModelPackagingJob, stopModel, tagResource, untagResource, updateDatasetEntries

Method Detail

createDatasetAsync

Future<CreateDatasetResult> createDatasetAsync(CreateDatasetRequest createDatasetRequest)

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.

Parameters:

createDatasetRequest -

Returns:

A Java Future containing the result of the CreateDataset operation returned by the service.

See Also:

AWS API Documentation

createDatasetAsync

Future<CreateDatasetResult> createDatasetAsync(CreateDatasetRequest createDatasetRequest,
                                               AsyncHandler<CreateDatasetRequest,CreateDatasetResult> asyncHandler)

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.

Parameters:

createDatasetRequest -

asyncHandler - 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.

Returns:

A Java Future containing the result of the CreateDataset operation returned by the service.

See Also:

AWS API Documentation

createModelAsync

Future<CreateModelResult> createModelAsync(CreateModelRequest createModelRequest)

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.

Parameters:

createModelRequest -

Returns:

A Java Future containing the result of the CreateModel operation returned by the service.

See Also:

AWS API Documentation

createModelAsync

Future<CreateModelResult> createModelAsync(CreateModelRequest createModelRequest,
                                           AsyncHandler<CreateModelRequest,CreateModelResult> asyncHandler)

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.

Parameters:

createModelRequest -

asyncHandler - 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.

Returns:

A Java Future containing the result of the CreateModel operation returned by the service.

See Also:

AWS API Documentation

createProjectAsync

Future<CreateProjectResult> createProjectAsync(CreateProjectRequest createProjectRequest)

Creates 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.

Parameters:

createProjectRequest -

Returns:

A Java Future containing the result of the CreateProject operation returned by the service.

See Also:

AWS API Documentation

createProjectAsync

Future<CreateProjectResult> createProjectAsync(CreateProjectRequest createProjectRequest,
                                               AsyncHandler<CreateProjectRequest,CreateProjectResult> asyncHandler)

Creates 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.

Parameters:

createProjectRequest -

asyncHandler - 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.

Returns:

A Java Future containing the result of the CreateProject operation returned by the service.

See Also:

AWS API Documentation

deleteDatasetAsync

Future<DeleteDatasetResult> deleteDatasetAsync(DeleteDatasetRequest deleteDatasetRequest)

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.

This operation requires permissions to perform the lookoutvision:DeleteDataset operation.

Parameters:

deleteDatasetRequest -

Returns:

A Java Future containing the result of the DeleteDataset operation returned by the service.

See Also:

AWS API Documentation

deleteDatasetAsync

Future<DeleteDatasetResult> deleteDatasetAsync(DeleteDatasetRequest deleteDatasetRequest,
                                               AsyncHandler<DeleteDatasetRequest,DeleteDatasetResult> asyncHandler)

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.

This operation requires permissions to perform the lookoutvision:DeleteDataset operation.

Parameters:

deleteDatasetRequest -

asyncHandler - 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.

Returns:

A Java Future containing the result of the DeleteDataset operation returned by the service.

See Also:

AWS API Documentation

deleteModelAsync

Future<DeleteModelResult> deleteModelAsync(DeleteModelRequest deleteModelRequest)

Deletes an Amazon Lookout for Vision model. You can't delete a running model. To stop a running model, use the StopModel operation.

It might take a few seconds to delete a model. To determine if a model has been deleted, call ListModels and check if the version of the model (ModelVersion) is in the Models array.

This operation requires permissions to perform the lookoutvision:DeleteModel operation.

Parameters:

deleteModelRequest -

Returns:

A Java Future containing the result of the DeleteModel operation returned by the service.

See Also:

AWS API Documentation

deleteModelAsync

Future<DeleteModelResult> deleteModelAsync(DeleteModelRequest deleteModelRequest,
                                           AsyncHandler<DeleteModelRequest,DeleteModelResult> asyncHandler)

Deletes an Amazon Lookout for Vision model. You can't delete a running model. To stop a running model, use the StopModel operation.

It might take a few seconds to delete a model. To determine if a model has been deleted, call ListModels and check if the version of the model (ModelVersion) is in the Models array.

This operation requires permissions to perform the lookoutvision:DeleteModel operation.

Parameters:

deleteModelRequest -

asyncHandler - 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.

Returns:

A Java Future containing the result of the DeleteModel operation returned by the service.

See Also:

AWS API Documentation

deleteProjectAsync

Future<DeleteProjectResult> deleteProjectAsync(DeleteProjectRequest deleteProjectRequest)

Deletes 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.

Parameters:

deleteProjectRequest -

Returns:

A Java Future containing the result of the DeleteProject operation returned by the service.

See Also:

AWS API Documentation

deleteProjectAsync

Future<DeleteProjectResult> deleteProjectAsync(DeleteProjectRequest deleteProjectRequest,
                                               AsyncHandler<DeleteProjectRequest,DeleteProjectResult> asyncHandler)

Deletes 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.

Parameters:

deleteProjectRequest -

asyncHandler - 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.

Returns:

A Java Future containing the result of the DeleteProject operation returned by the service.

See Also:

AWS API Documentation

describeDatasetAsync

Future<DescribeDatasetResult> describeDatasetAsync(DescribeDatasetRequest describeDatasetRequest)

Describe an Amazon Lookout for Vision dataset.

This operation requires permissions to perform the lookoutvision:DescribeDataset operation.

Parameters:

describeDatasetRequest -

Returns:

A Java Future containing the result of the DescribeDataset operation returned by the service.

See Also:

AWS API Documentation

describeDatasetAsync

Future<DescribeDatasetResult> describeDatasetAsync(DescribeDatasetRequest describeDatasetRequest,
                                                   AsyncHandler<DescribeDatasetRequest,DescribeDatasetResult> asyncHandler)

Describe an Amazon Lookout for Vision dataset.

This operation requires permissions to perform the lookoutvision:DescribeDataset operation.

Parameters:

describeDatasetRequest -

asyncHandler - 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.

Returns:

A Java Future containing the result of the DescribeDataset operation returned by the service.

See Also:

AWS API Documentation

describeModelAsync

Future<DescribeModelResult> describeModelAsync(DescribeModelRequest describeModelRequest)

Describes a version of an Amazon Lookout for Vision model.

This operation requires permissions to perform the lookoutvision:DescribeModel operation.

Parameters:

describeModelRequest -

Returns:

A Java Future containing the result of the DescribeModel operation returned by the service.

See Also:

AWS API Documentation

describeModelAsync

Future<DescribeModelResult> describeModelAsync(DescribeModelRequest describeModelRequest,
                                               AsyncHandler<DescribeModelRequest,DescribeModelResult> asyncHandler)

Describes a version of an Amazon Lookout for Vision model.

This operation requires permissions to perform the lookoutvision:DescribeModel operation.

Parameters:

describeModelRequest -

asyncHandler - 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.

Returns:

A Java Future containing the result of the DescribeModel operation returned by the service.

See Also:

AWS API Documentation

describeModelPackagingJobAsync

Future<DescribeModelPackagingJobResult> describeModelPackagingJobAsync(DescribeModelPackagingJobRequest describeModelPackagingJobRequest)

Describes an Amazon Lookout for Vision model packaging job.

This operation requires permissions to perform the lookoutvision:DescribeModelPackagingJob operation.

For more information, see Using your Amazon Lookout for Vision model on an edge device in the Amazon Lookout for Vision Developer Guide.

Parameters:

describeModelPackagingJobRequest -

Returns:

A Java Future containing the result of the DescribeModelPackagingJob operation returned by the service.

See Also:

AWS API Documentation

describeModelPackagingJobAsync

Future<DescribeModelPackagingJobResult> describeModelPackagingJobAsync(DescribeModelPackagingJobRequest describeModelPackagingJobRequest,
                                                                       AsyncHandler<DescribeModelPackagingJobRequest,DescribeModelPackagingJobResult> asyncHandler)

Describes an Amazon Lookout for Vision model packaging job.

This operation requires permissions to perform the lookoutvision:DescribeModelPackagingJob operation.

For more information, see Using your Amazon Lookout for Vision model on an edge device in the Amazon Lookout for Vision Developer Guide.

Parameters:

describeModelPackagingJobRequest -

asyncHandler - 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.

Returns:

A Java Future containing the result of the DescribeModelPackagingJob operation returned by the service.

See Also:

AWS API Documentation

describeProjectAsync

Future<DescribeProjectResult> describeProjectAsync(DescribeProjectRequest describeProjectRequest)

Describes an Amazon Lookout for Vision project.

This operation requires permissions to perform the lookoutvision:DescribeProject operation.

Parameters:

describeProjectRequest -

Returns:

A Java Future containing the result of the DescribeProject operation returned by the service.

See Also:

AWS API Documentation

describeProjectAsync

Future<DescribeProjectResult> describeProjectAsync(DescribeProjectRequest describeProjectRequest,
                                                   AsyncHandler<DescribeProjectRequest,DescribeProjectResult> asyncHandler)

Describes an Amazon Lookout for Vision project.

This operation requires permissions to perform the lookoutvision:DescribeProject operation.

Parameters:

describeProjectRequest -

asyncHandler - 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.

Returns:

A Java Future containing the result of the DescribeProject operation returned by the service.

See Also:

AWS API Documentation

detectAnomaliesAsync

Future<DetectAnomaliesResult> detectAnomaliesAsync(DetectAnomaliesRequest detectAnomaliesRequest)

Detects 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. If the model is an image segmentation model, the response also includes segmentation information for each type of anomaly found in the image.

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.

For more information, see Detecting anomalies in an image in the Amazon Lookout for Vision developer guide.

This operation requires permissions to perform the lookoutvision:DetectAnomalies operation.

Parameters:

detectAnomaliesRequest -

Returns:

A Java Future containing the result of the DetectAnomalies operation returned by the service.

See Also:

AWS API Documentation

detectAnomaliesAsync

Future<DetectAnomaliesResult> detectAnomaliesAsync(DetectAnomaliesRequest detectAnomaliesRequest,
                                                   AsyncHandler<DetectAnomaliesRequest,DetectAnomaliesResult> asyncHandler)

Detects 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. If the model is an image segmentation model, the response also includes segmentation information for each type of anomaly found in the image.

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.

For more information, see Detecting anomalies in an image in the Amazon Lookout for Vision developer guide.

This operation requires permissions to perform the lookoutvision:DetectAnomalies operation.

Parameters:

detectAnomaliesRequest -

asyncHandler - 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.

Returns:

A Java Future containing the result of the DetectAnomalies operation returned by the service.

See Also:

AWS API Documentation

listDatasetEntriesAsync

Future<ListDatasetEntriesResult> listDatasetEntriesAsync(ListDatasetEntriesRequest listDatasetEntriesRequest)

Lists 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.

Parameters:

listDatasetEntriesRequest -

Returns:

A Java Future containing the result of the ListDatasetEntries operation returned by the service.

See Also:

AWS API Documentation

listDatasetEntriesAsync

Future<ListDatasetEntriesResult> listDatasetEntriesAsync(ListDatasetEntriesRequest listDatasetEntriesRequest,
                                                         AsyncHandler<ListDatasetEntriesRequest,ListDatasetEntriesResult> asyncHandler)

Lists 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.

Parameters:

listDatasetEntriesRequest -

asyncHandler - 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.

Returns:

A Java Future containing the result of the ListDatasetEntries operation returned by the service.

See Also:

AWS API Documentation

listModelPackagingJobsAsync

Future<ListModelPackagingJobsResult> listModelPackagingJobsAsync(ListModelPackagingJobsRequest listModelPackagingJobsRequest)

Lists the model packaging jobs created for an Amazon Lookout for Vision project.

This operation requires permissions to perform the lookoutvision:ListModelPackagingJobs operation.

For more information, see Using your Amazon Lookout for Vision model on an edge device in the Amazon Lookout for Vision Developer Guide.

Parameters:

listModelPackagingJobsRequest -

Returns:

A Java Future containing the result of the ListModelPackagingJobs operation returned by the service.

See Also:

AWS API Documentation

listModelPackagingJobsAsync

Future<ListModelPackagingJobsResult> listModelPackagingJobsAsync(ListModelPackagingJobsRequest listModelPackagingJobsRequest,
                                                                 AsyncHandler<ListModelPackagingJobsRequest,ListModelPackagingJobsResult> asyncHandler)

Lists the model packaging jobs created for an Amazon Lookout for Vision project.

This operation requires permissions to perform the lookoutvision:ListModelPackagingJobs operation.

For more information, see Using your Amazon Lookout for Vision model on an edge device in the Amazon Lookout for Vision Developer Guide.

Parameters:

listModelPackagingJobsRequest -

asyncHandler - 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.

Returns:

A Java Future containing the result of the ListModelPackagingJobs operation returned by the service.

See Also:

AWS API Documentation

listModelsAsync

Future<ListModelsResult> listModelsAsync(ListModelsRequest listModelsRequest)

Lists the versions of a model in an Amazon Lookout for Vision project.

The ListModels operation is eventually consistent. Recent calls to CreateModel might take a while to appear in the response from ListProjects.

This operation requires permissions to perform the lookoutvision:ListModels operation.

Parameters:

listModelsRequest -

Returns:

A Java Future containing the result of the ListModels operation returned by the service.

See Also:

AWS API Documentation

listModelsAsync

Future<ListModelsResult> listModelsAsync(ListModelsRequest listModelsRequest,
                                         AsyncHandler<ListModelsRequest,ListModelsResult> asyncHandler)

Lists the versions of a model in an Amazon Lookout for Vision project.

The ListModels operation is eventually consistent. Recent calls to CreateModel might take a while to appear in the response from ListProjects.

This operation requires permissions to perform the lookoutvision:ListModels operation.

Parameters:

listModelsRequest -

asyncHandler - 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.

Returns:

A Java Future containing the result of the ListModels operation returned by the service.

See Also:

AWS API Documentation

listProjectsAsync

Future<ListProjectsResult> listProjectsAsync(ListProjectsRequest listProjectsRequest)

Lists the Amazon Lookout for Vision projects in your AWS account that are in the AWS Region in which you call ListProjects.

The ListProjects operation is eventually consistent. Recent calls to CreateProject and DeleteProject might take a while to appear in the response from ListProjects.

This operation requires permissions to perform the lookoutvision:ListProjects operation.

Parameters:

listProjectsRequest -

Returns:

A Java Future containing the result of the ListProjects operation returned by the service.

See Also:

AWS API Documentation

listProjectsAsync

Future<ListProjectsResult> listProjectsAsync(ListProjectsRequest listProjectsRequest,
                                             AsyncHandler<ListProjectsRequest,ListProjectsResult> asyncHandler)

Lists the Amazon Lookout for Vision projects in your AWS account that are in the AWS Region in which you call ListProjects.

The ListProjects operation is eventually consistent. Recent calls to CreateProject and DeleteProject might take a while to appear in the response from ListProjects.

This operation requires permissions to perform the lookoutvision:ListProjects operation.

Parameters:

listProjectsRequest -

asyncHandler - 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.

Returns:

A Java Future containing the result of the ListProjects operation returned by the service.

See Also:

AWS API Documentation

listTagsForResourceAsync

Future<ListTagsForResourceResult> listTagsForResourceAsync(ListTagsForResourceRequest listTagsForResourceRequest)

Returns a list of tags attached to the specified Amazon Lookout for Vision model.

This operation requires permissions to perform the lookoutvision:ListTagsForResource operation.

Parameters:

listTagsForResourceRequest -

Returns:

A Java Future containing the result of the ListTagsForResource operation returned by the service.

See Also:

AWS API Documentation

listTagsForResourceAsync

Future<ListTagsForResourceResult> listTagsForResourceAsync(ListTagsForResourceRequest listTagsForResourceRequest,
                                                           AsyncHandler<ListTagsForResourceRequest,ListTagsForResourceResult> asyncHandler)

Returns a list of tags attached to the specified Amazon Lookout for Vision model.

This operation requires permissions to perform the lookoutvision:ListTagsForResource operation.

Parameters:

listTagsForResourceRequest -

asyncHandler - 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.

Returns:

A Java Future containing the result of the ListTagsForResource operation returned by the service.

See Also:

AWS API Documentation

startModelAsync

Future<StartModelResult> startModelAsync(StartModelRequest startModelRequest)

Starts 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.

A model is ready to use when its status is HOSTED.

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.

Parameters:

startModelRequest -

Returns:

A Java Future containing the result of the StartModel operation returned by the service.

See Also:

AWS API Documentation

startModelAsync

Future<StartModelResult> startModelAsync(StartModelRequest startModelRequest,
                                         AsyncHandler<StartModelRequest,StartModelResult> asyncHandler)

Starts 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.

A model is ready to use when its status is HOSTED.

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.

Parameters:

startModelRequest -

asyncHandler - 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.

Returns:

A Java Future containing the result of the StartModel operation returned by the service.

See Also:

AWS API Documentation

startModelPackagingJobAsync

Future<StartModelPackagingJobResult> startModelPackagingJobAsync(StartModelPackagingJobRequest startModelPackagingJobRequest)

Starts an Amazon Lookout for Vision model packaging job. A model packaging job creates an AWS IoT Greengrass component for a Lookout for Vision model. You can use the component to deploy your model to an edge device managed by Greengrass.

Use the DescribeModelPackagingJob API to determine the current status of the job. The model packaging job is complete if the value of Status is SUCCEEDED.

To deploy the component to the target device, use the component name and component version with the AWS IoT Greengrass CreateDeployment API.

This operation requires the following permissions:

• lookoutvision:StartModelPackagingJob

• s3:PutObject

• s3:GetBucketLocation

• kms:GenerateDataKey

• greengrass:CreateComponentVersion

• greengrass:DescribeComponent

• (Optional) greengrass:TagResource. Only required if you want to tag the component.

For more information, see Using your Amazon Lookout for Vision model on an edge device in the Amazon Lookout for Vision Developer Guide.

Parameters:

startModelPackagingJobRequest -

Returns:

A Java Future containing the result of the StartModelPackagingJob operation returned by the service.

See Also:

AWS API Documentation

startModelPackagingJobAsync

Future<StartModelPackagingJobResult> startModelPackagingJobAsync(StartModelPackagingJobRequest startModelPackagingJobRequest,
                                                                 AsyncHandler<StartModelPackagingJobRequest,StartModelPackagingJobResult> asyncHandler)

Starts an Amazon Lookout for Vision model packaging job. A model packaging job creates an AWS IoT Greengrass component for a Lookout for Vision model. You can use the component to deploy your model to an edge device managed by Greengrass.

Use the DescribeModelPackagingJob API to determine the current status of the job. The model packaging job is complete if the value of Status is SUCCEEDED.

To deploy the component to the target device, use the component name and component version with the AWS IoT Greengrass CreateDeployment API.

This operation requires the following permissions:

• lookoutvision:StartModelPackagingJob

• s3:PutObject

• s3:GetBucketLocation

• kms:GenerateDataKey

• greengrass:CreateComponentVersion

• greengrass:DescribeComponent

• (Optional) greengrass:TagResource. Only required if you want to tag the component.

For more information, see Using your Amazon Lookout for Vision model on an edge device in the Amazon Lookout for Vision Developer Guide.

Parameters:

startModelPackagingJobRequest -

asyncHandler - 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.

Returns:

A Java Future containing the result of the StartModelPackagingJob operation returned by the service.

See Also:

AWS API Documentation

stopModelAsync

Future<StopModelResult> stopModelAsync(StopModelRequest stopModelRequest)

Stops the hosting of a running model. The operation might take a while to complete. To check the current status, call DescribeModel.

After the model hosting stops, the Status of the model is TRAINED.

This operation requires permissions to perform the lookoutvision:StopModel operation.

Parameters:

stopModelRequest -

Returns:

A Java Future containing the result of the StopModel operation returned by the service.

See Also:

AWS API Documentation

stopModelAsync

Future<StopModelResult> stopModelAsync(StopModelRequest stopModelRequest,
                                       AsyncHandler<StopModelRequest,StopModelResult> asyncHandler)

Stops the hosting of a running model. The operation might take a while to complete. To check the current status, call DescribeModel.

After the model hosting stops, the Status of the model is TRAINED.

This operation requires permissions to perform the lookoutvision:StopModel operation.

Parameters:

stopModelRequest -

asyncHandler - 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.

Returns:

A Java Future containing the result of the StopModel operation returned by the service.

See Also:

AWS API Documentation

tagResourceAsync

Future<TagResourceResult> tagResourceAsync(TagResourceRequest tagResourceRequest)

Adds 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.

Parameters:

tagResourceRequest -

Returns:

A Java Future containing the result of the TagResource operation returned by the service.

See Also:

AWS API Documentation

tagResourceAsync

Future<TagResourceResult> tagResourceAsync(TagResourceRequest tagResourceRequest,
                                           AsyncHandler<TagResourceRequest,TagResourceResult> asyncHandler)

Adds 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.

Parameters:

tagResourceRequest -

asyncHandler - 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.

Returns:

A Java Future containing the result of the TagResource operation returned by the service.

See Also:

AWS API Documentation

untagResourceAsync

Future<UntagResourceResult> untagResourceAsync(UntagResourceRequest untagResourceRequest)

Removes 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.

Parameters:

untagResourceRequest -

Returns:

A Java Future containing the result of the UntagResource operation returned by the service.

See Also:

AWS API Documentation

untagResourceAsync

Future<UntagResourceResult> untagResourceAsync(UntagResourceRequest untagResourceRequest,
                                               AsyncHandler<UntagResourceRequest,UntagResourceResult> asyncHandler)

Removes 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.

Parameters:

untagResourceRequest -

asyncHandler - 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.

Returns:

A Java Future containing the result of the UntagResource operation returned by the service.

See Also:

AWS API Documentation

updateDatasetEntriesAsync

Future<UpdateDatasetEntriesResult> updateDatasetEntriesAsync(UpdateDatasetEntriesRequest updateDatasetEntriesRequest)

Adds or updates one or more JSON Line entries in a dataset. A JSON Line includes information about an image used for training or testing an Amazon Lookout for Vision model.

To update an existing JSON Line, use the source-ref field to identify the JSON Line. The JSON line that you supply replaces the existing JSON line. Any existing annotations that are not in the new JSON line are removed from the dataset.

For more information, see Defining JSON lines for anomaly classification in the Amazon Lookout for Vision Developer Guide.

The images you reference in the source-ref field of a JSON line, must be in the same S3 bucket as the existing images in the dataset.

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.

Parameters:

updateDatasetEntriesRequest -

Returns:

A Java Future containing the result of the UpdateDatasetEntries operation returned by the service.

See Also:

AWS API Documentation

updateDatasetEntriesAsync

Future<UpdateDatasetEntriesResult> updateDatasetEntriesAsync(UpdateDatasetEntriesRequest updateDatasetEntriesRequest,
                                                             AsyncHandler<UpdateDatasetEntriesRequest,UpdateDatasetEntriesResult> asyncHandler)

Adds or updates one or more JSON Line entries in a dataset. A JSON Line includes information about an image used for training or testing an Amazon Lookout for Vision model.

To update an existing JSON Line, use the source-ref field to identify the JSON Line. The JSON line that you supply replaces the existing JSON line. Any existing annotations that are not in the new JSON line are removed from the dataset.

For more information, see Defining JSON lines for anomaly classification in the Amazon Lookout for Vision Developer Guide.

The images you reference in the source-ref field of a JSON line, must be in the same S3 bucket as the existing images in the dataset.

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.

Parameters:

updateDatasetEntriesRequest -

asyncHandler - 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.

Returns:

A Java Future containing the result of the UpdateDatasetEntries operation returned by the service.

See Also:

AWS API Documentation