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Trainings Interface

  • Reference
Package:
com.microsoft.azure.cognitiveservices.vision.customvision.training

public interface Trainings

An instance of this class provides access to all the operations defined in Trainings.

Method Summary

Modifier and Type Method and Description
TrainingsCreateImageRegionsDefinitionStages.WithProjectId createImageRegions()

Create a set of image regions. This API accepts a batch of image regions, and optionally tags, to update existing images with region information. There is a limit of 64 entries in the batch.
ImageRegionCreateSummary createImageRegions(UUID projectId, CreateImageRegionsOptionalParameter createImageRegionsOptionalParameter)

Create a set of image regions. This API accepts a batch of image regions, and optionally tags, to update existing images with region information. There is a limit of 64 entries in the batch.
Observable<ImageRegionCreateSummary> createImageRegionsAsync(UUID projectId, CreateImageRegionsOptionalParameter createImageRegionsOptionalParameter)

Create a set of image regions. This API accepts a batch of image regions, and optionally tags, to update existing images with region information. There is a limit of 64 entries in the batch.
TrainingsCreateImagesFromDataDefinitionStages.WithProjectId createImagesFromData()

Add the provided images to the set of training images. This API accepts body content as multipart/form-data and application/octet-stream. When using multipart multiple image files can be sent at once, with a maximum of 64 files.
ImageCreateSummary createImagesFromData(UUID projectId, byte[] imageData, CreateImagesFromDataOptionalParameter createImagesFromDataOptionalParameter)

Add the provided images to the set of training images. This API accepts body content as multipart/form-data and application/octet-stream. When using multipart multiple image files can be sent at once, with a maximum of 64 files.
Observable<ImageCreateSummary> createImagesFromDataAsync(UUID projectId, byte[] imageData, CreateImagesFromDataOptionalParameter createImagesFromDataOptionalParameter)

Add the provided images to the set of training images. This API accepts body content as multipart/form-data and application/octet-stream. When using multipart multiple image files can be sent at once, with a maximum of 64 files.
ImageCreateSummary createImagesFromFiles(UUID projectId, ImageFileCreateBatch batch)

Add the provided batch of images to the set of training images. This API accepts a batch of files, and optionally tags, to create images. There is a limit of 64 images and 20 tags.
Observable<ImageCreateSummary> createImagesFromFilesAsync(UUID projectId, ImageFileCreateBatch batch)

Add the provided batch of images to the set of training images. This API accepts a batch of files, and optionally tags, to create images. There is a limit of 64 images and 20 tags.
ImageCreateSummary createImagesFromPredictions(UUID projectId, ImageIdCreateBatch batch)

Add the specified predicted images to the set of training images. This API creates a batch of images from predicted images specified. There is a limit of 64 images and 20 tags.
Observable<ImageCreateSummary> createImagesFromPredictionsAsync(UUID projectId, ImageIdCreateBatch batch)

Add the specified predicted images to the set of training images. This API creates a batch of images from predicted images specified. There is a limit of 64 images and 20 tags.
ImageCreateSummary createImagesFromUrls(UUID projectId, ImageUrlCreateBatch batch)

Add the provided images urls to the set of training images. This API accepts a batch of urls, and optionally tags, to create images. There is a limit of 64 images and 20 tags.
Observable<ImageCreateSummary> createImagesFromUrlsAsync(UUID projectId, ImageUrlCreateBatch batch)

Add the provided images urls to the set of training images. This API accepts a batch of urls, and optionally tags, to create images. There is a limit of 64 images and 20 tags.
TrainingsCreateImageTagsDefinitionStages.WithProjectId createImageTags()

Associate a set of images with a set of tags.
ImageTagCreateSummary createImageTags(UUID projectId, CreateImageTagsOptionalParameter createImageTagsOptionalParameter)

Associate a set of images with a set of tags.
Observable<ImageTagCreateSummary> createImageTagsAsync(UUID projectId, CreateImageTagsOptionalParameter createImageTagsOptionalParameter)

Associate a set of images with a set of tags.
TrainingsCreateProjectDefinitionStages.WithName createProject()

Create a project.
Project createProject(String name, CreateProjectOptionalParameter createProjectOptionalParameter)

Create a project.
Observable<Project> createProjectAsync(String name, CreateProjectOptionalParameter createProjectOptionalParameter)

Create a project.
TrainingsCreateTagDefinitionStages.WithProjectId createTag()

Create a tag for the project.
Tag createTag(UUID projectId, String name, CreateTagOptionalParameter createTagOptionalParameter)

Create a tag for the project.
Observable<Tag> createTagAsync(UUID projectId, String name, CreateTagOptionalParameter createTagOptionalParameter)

Create a tag for the project.
void deleteImageRegions(UUID projectId, List<UUID> regionIds)

Delete a set of image regions.
Observable<Void> deleteImageRegionsAsync(UUID projectId, List<UUID> regionIds)

Delete a set of image regions.
void deleteImages(UUID projectId, List<UUID> imageIds)

Delete images from the set of training images.
Observable<Void> deleteImagesAsync(UUID projectId, List<UUID> imageIds)

Delete images from the set of training images.
void deleteImageTags(UUID projectId, List<UUID> imageIds, List<UUID> tagIds)

Remove a set of tags from a set of images.
Observable<Void> deleteImageTagsAsync(UUID projectId, List<UUID> imageIds, List<UUID> tagIds)

Remove a set of tags from a set of images.
void deleteIteration(UUID projectId, UUID iterationId)

Delete a specific iteration of a project.
Observable<Void> deleteIterationAsync(UUID projectId, UUID iterationId)

Delete a specific iteration of a project.
void deletePrediction(UUID projectId, List<UUID> ids)

Delete a set of predicted images and their associated prediction results.
Observable<Void> deletePredictionAsync(UUID projectId, List<UUID> ids)

Delete a set of predicted images and their associated prediction results.
void deleteProject(UUID projectId)

Delete a specific project.
Observable<Void> deleteProjectAsync(UUID projectId)

Delete a specific project.
void deleteTag(UUID projectId, UUID tagId)

Delete a tag from the project.
Observable<Void> deleteTagAsync(UUID projectId, UUID tagId)

Delete a tag from the project.
TrainingsExportIterationDefinitionStages.WithProjectId exportIteration()

Export a trained iteration.
Export exportIteration(UUID projectId, UUID iterationId, String platform, ExportIterationOptionalParameter exportIterationOptionalParameter)

Export a trained iteration.
Observable<Export> exportIterationAsync(UUID projectId, UUID iterationId, String platform, ExportIterationOptionalParameter exportIterationOptionalParameter)

Export a trained iteration.
Domain getDomain(UUID domainId)

Get information about a specific domain.
Observable<Domain> getDomainAsync(UUID domainId)

Get information about a specific domain.
List<Domain> getDomains()

Get a list of the available domains.
Observable<List<Domain>> getDomainsAsync()

Get a list of the available domains.
List<Export> getExports(UUID projectId, UUID iterationId)

Get the list of exports for a specific iteration.
Observable<List<Export>> getExportsAsync(UUID projectId, UUID iterationId)

Get the list of exports for a specific iteration.
TrainingsGetImagePerformanceCountDefinitionStages.WithProjectId getImagePerformanceCount()

Gets the number of images tagged with the provided {tagIds} that have prediction results from training for the provided iteration {iterationId}. The filtering is on an and/or relationship. For example, if the provided tag ids are for the "Dog" and "Cat" tags, then only images tagged with Dog and/or Cat will be returned.
int getImagePerformanceCount(UUID projectId, UUID iterationId, GetImagePerformanceCountOptionalParameter getImagePerformanceCountOptionalParameter)

Gets the number of images tagged with the provided {tagIds} that have prediction results from training for the provided iteration {iterationId}. The filtering is on an and/or relationship. For example, if the provided tag ids are for the "Dog" and "Cat" tags, then only images tagged with Dog and/or Cat will be returned.
Observable<Integer> getImagePerformanceCountAsync(UUID projectId, UUID iterationId, GetImagePerformanceCountOptionalParameter getImagePerformanceCountOptionalParameter)

Gets the number of images tagged with the provided {tagIds} that have prediction results from training for the provided iteration {iterationId}. The filtering is on an and/or relationship. For example, if the provided tag ids are for the "Dog" and "Cat" tags, then only images tagged with Dog and/or Cat will be returned.
TrainingsGetImagePerformancesDefinitionStages.WithProjectId getImagePerformances()

Get image with its prediction for a given project iteration. This API supports batching and range selection. By default it will only return first 50 images matching images. Use the {take} and {skip} parameters to control how many images to return in a given batch. The filtering is on an and/or relationship. For example, if the provided tag ids are for the "Dog" and "Cat" tags, then only images tagged with Dog and/or Cat will be returned.
List<ImagePerformance> getImagePerformances(UUID projectId, UUID iterationId, GetImagePerformancesOptionalParameter getImagePerformancesOptionalParameter)

Get image with its prediction for a given project iteration. This API supports batching and range selection. By default it will only return first 50 images matching images. Use the {take} and {skip} parameters to control how many images to return in a given batch. The filtering is on an and/or relationship. For example, if the provided tag ids are for the "Dog" and "Cat" tags, then only images tagged with Dog and/or Cat will be returned.
Observable<List<ImagePerformance>> getImagePerformancesAsync(UUID projectId, UUID iterationId, GetImagePerformancesOptionalParameter getImagePerformancesOptionalParameter)

Get image with its prediction for a given project iteration. This API supports batching and range selection. By default it will only return first 50 images matching images. Use the {take} and {skip} parameters to control how many images to return in a given batch. The filtering is on an and/or relationship. For example, if the provided tag ids are for the "Dog" and "Cat" tags, then only images tagged with Dog and/or Cat will be returned.
ImageRegionProposal getImageRegionProposals(UUID projectId, UUID imageId)

Get region proposals for an image. Returns empty array if no proposals are found. This API will get region proposals for an image along with confidences for the region. It returns an empty array if no proposals are found.
Observable<ImageRegionProposal> getImageRegionProposalsAsync(UUID projectId, UUID imageId)

Get region proposals for an image. Returns empty array if no proposals are found. This API will get region proposals for an image along with confidences for the region. It returns an empty array if no proposals are found.
TrainingsGetImagesByIdsDefinitionStages.WithProjectId getImagesByIds()

Get images by id for a given project iteration. This API will return a set of Images for the specified tags and optionally iteration. If no iteration is specified the current workspace is used.
List<Image> getImagesByIds(UUID projectId, GetImagesByIdsOptionalParameter getImagesByIdsOptionalParameter)

Get images by id for a given project iteration. This API will return a set of Images for the specified tags and optionally iteration. If no iteration is specified the current workspace is used.
Observable<List<Image>> getImagesByIdsAsync(UUID projectId, GetImagesByIdsOptionalParameter getImagesByIdsOptionalParameter)

Get images by id for a given project iteration. This API will return a set of Images for the specified tags and optionally iteration. If no iteration is specified the current workspace is used.
Iteration getIteration(UUID projectId, UUID iterationId)

Get a specific iteration.
Observable<Iteration> getIterationAsync(UUID projectId, UUID iterationId)

Get a specific iteration.
TrainingsGetIterationPerformanceDefinitionStages.WithProjectId getIterationPerformance()

Get detailed performance information about an iteration.
IterationPerformance getIterationPerformance(UUID projectId, UUID iterationId, GetIterationPerformanceOptionalParameter getIterationPerformanceOptionalParameter)

Get detailed performance information about an iteration.
Observable<IterationPerformance> getIterationPerformanceAsync(UUID projectId, UUID iterationId, GetIterationPerformanceOptionalParameter getIterationPerformanceOptionalParameter)

Get detailed performance information about an iteration.
List<Iteration> getIterations(UUID projectId)

Get iterations for the project.
Observable<List<Iteration>> getIterationsAsync(UUID projectId)

Get iterations for the project.
Project getProject(UUID projectId)

Get a specific project.
Observable<Project> getProjectAsync(UUID projectId)

Get a specific project.
List<Project> getProjects()

Get your projects.
Observable<List<Project>> getProjectsAsync()

Get your projects.
TrainingsGetTagDefinitionStages.WithProjectId getTag()

Get information about a specific tag.
Tag getTag(UUID projectId, UUID tagId, GetTagOptionalParameter getTagOptionalParameter)

Get information about a specific tag.
Observable<Tag> getTagAsync(UUID projectId, UUID tagId, GetTagOptionalParameter getTagOptionalParameter)

Get information about a specific tag.
TrainingsGetTaggedImageCountDefinitionStages.WithProjectId getTaggedImageCount()

Gets the number of images tagged with the provided {tagIds}. The filtering is on an and/or relationship. For example, if the provided tag ids are for the "Dog" and "Cat" tags, then only images tagged with Dog and/or Cat will be returned.
int getTaggedImageCount(UUID projectId, GetTaggedImageCountOptionalParameter getTaggedImageCountOptionalParameter)

Gets the number of images tagged with the provided {tagIds}. The filtering is on an and/or relationship. For example, if the provided tag ids are for the "Dog" and "Cat" tags, then only images tagged with Dog and/or Cat will be returned.
Observable<Integer> getTaggedImageCountAsync(UUID projectId, GetTaggedImageCountOptionalParameter getTaggedImageCountOptionalParameter)

Gets the number of images tagged with the provided {tagIds}. The filtering is on an and/or relationship. For example, if the provided tag ids are for the "Dog" and "Cat" tags, then only images tagged with Dog and/or Cat will be returned.
TrainingsGetTaggedImagesDefinitionStages.WithProjectId getTaggedImages()

Get tagged images for a given project iteration. This API supports batching and range selection. By default it will only return first 50 images matching images. Use the {take} and {skip} parameters to control how many images to return in a given batch. The filtering is on an and/or relationship. For example, if the provided tag ids are for the "Dog" and "Cat" tags, then only images tagged with Dog and/or Cat will be returned.
List<Image> getTaggedImages(UUID projectId, GetTaggedImagesOptionalParameter getTaggedImagesOptionalParameter)

Get tagged images for a given project iteration. This API supports batching and range selection. By default it will only return first 50 images matching images. Use the {take} and {skip} parameters to control how many images to return in a given batch. The filtering is on an and/or relationship. For example, if the provided tag ids are for the "Dog" and "Cat" tags, then only images tagged with Dog and/or Cat will be returned.
Observable<List<Image>> getTaggedImagesAsync(UUID projectId, GetTaggedImagesOptionalParameter getTaggedImagesOptionalParameter)

Get tagged images for a given project iteration. This API supports batching and range selection. By default it will only return first 50 images matching images. Use the {take} and {skip} parameters to control how many images to return in a given batch. The filtering is on an and/or relationship. For example, if the provided tag ids are for the "Dog" and "Cat" tags, then only images tagged with Dog and/or Cat will be returned.
TrainingsGetTagsDefinitionStages.WithProjectId getTags()

Get the tags for a given project and iteration.
List<Tag> getTags(UUID projectId, GetTagsOptionalParameter getTagsOptionalParameter)

Get the tags for a given project and iteration.
Observable<List<Tag>> getTagsAsync(UUID projectId, GetTagsOptionalParameter getTagsOptionalParameter)

Get the tags for a given project and iteration.
TrainingsGetUntaggedImageCountDefinitionStages.WithProjectId getUntaggedImageCount()

Gets the number of untagged images. This API returns the images which have no tags for a given project and optionally an iteration. If no iteration is specified the current workspace is used.
int getUntaggedImageCount(UUID projectId, GetUntaggedImageCountOptionalParameter getUntaggedImageCountOptionalParameter)

Gets the number of untagged images. This API returns the images which have no tags for a given project and optionally an iteration. If no iteration is specified the current workspace is used.
Observable<Integer> getUntaggedImageCountAsync(UUID projectId, GetUntaggedImageCountOptionalParameter getUntaggedImageCountOptionalParameter)

Gets the number of untagged images. This API returns the images which have no tags for a given project and optionally an iteration. If no iteration is specified the current workspace is used.
TrainingsGetUntaggedImagesDefinitionStages.WithProjectId getUntaggedImages()

Get untagged images for a given project iteration. This API supports batching and range selection. By default it will only return first 50 images matching images. Use the {take} and {skip} parameters to control how many images to return in a given batch.
List<Image> getUntaggedImages(UUID projectId, GetUntaggedImagesOptionalParameter getUntaggedImagesOptionalParameter)

Get untagged images for a given project iteration. This API supports batching and range selection. By default it will only return first 50 images matching images. Use the {take} and {skip} parameters to control how many images to return in a given batch.
Observable<List<Image>> getUntaggedImagesAsync(UUID projectId, GetUntaggedImagesOptionalParameter getUntaggedImagesOptionalParameter)

Get untagged images for a given project iteration. This API supports batching and range selection. By default it will only return first 50 images matching images. Use the {take} and {skip} parameters to control how many images to return in a given batch.
boolean publishIteration(UUID projectId, UUID iterationId, String publishName, String predictionId)

Publish a specific iteration.
Observable<Boolean> publishIterationAsync(UUID projectId, UUID iterationId, String publishName, String predictionId)

Publish a specific iteration.
PredictionQueryResult queryPredictions(UUID projectId, PredictionQueryToken query)

Get images that were sent to your prediction endpoint.
Observable<PredictionQueryResult> queryPredictionsAsync(UUID projectId, PredictionQueryToken query)

Get images that were sent to your prediction endpoint.
TrainingsQuickTestImageDefinitionStages.WithProjectId quickTestImage()

Quick test an image.
ImagePrediction quickTestImage(UUID projectId, byte[] imageData, QuickTestImageOptionalParameter quickTestImageOptionalParameter)

Quick test an image.
Observable<ImagePrediction> quickTestImageAsync(UUID projectId, byte[] imageData, QuickTestImageOptionalParameter quickTestImageOptionalParameter)

Quick test an image.
TrainingsQuickTestImageUrlDefinitionStages.WithProjectId quickTestImageUrl()

Quick test an image url.
ImagePrediction quickTestImageUrl(UUID projectId, String url, QuickTestImageUrlOptionalParameter quickTestImageUrlOptionalParameter)

Quick test an image url.
Observable<ImagePrediction> quickTestImageUrlAsync(UUID projectId, String url, QuickTestImageUrlOptionalParameter quickTestImageUrlOptionalParameter)

Quick test an image url.
TrainingsTrainProjectDefinitionStages.WithProjectId trainProject()

Queues project for training.
Iteration trainProject(UUID projectId, TrainProjectOptionalParameter trainProjectOptionalParameter)

Queues project for training.
Observable<Iteration> trainProjectAsync(UUID projectId, TrainProjectOptionalParameter trainProjectOptionalParameter)

Queues project for training.
void unpublishIteration(UUID projectId, UUID iterationId)

Unpublish a specific iteration.
Observable<Void> unpublishIterationAsync(UUID projectId, UUID iterationId)

Unpublish a specific iteration.
Iteration updateIteration(UUID projectId, UUID iterationId, String name)

Update a specific iteration.
Observable<Iteration> updateIterationAsync(UUID projectId, UUID iterationId, String name)

Update a specific iteration.
Project updateProject(UUID projectId, Project updatedProject)

Update a specific project.
Observable<Project> updateProjectAsync(UUID projectId, Project updatedProject)

Update a specific project.
Tag updateTag(UUID projectId, UUID tagId, Tag updatedTag)

Update a tag.
Observable<Tag> updateTagAsync(UUID projectId, UUID tagId, Tag updatedTag)

Update a tag.

Method Details

createImageRegions

public TrainingsCreateImageRegionsDefinitionStages.WithProjectId createImageRegions()

Create a set of image regions. This API accepts a batch of image regions, and optionally tags, to update existing images with region information. There is a limit of 64 entries in the batch.

Returns:

the first stage of the createImageRegions call

createImageRegions

public ImageRegionCreateSummary createImageRegions(UUID projectId, CreateImageRegionsOptionalParameter createImageRegionsOptionalParameter)

Create a set of image regions. This API accepts a batch of image regions, and optionally tags, to update existing images with region information. There is a limit of 64 entries in the batch.

Parameters:

projectId - The project id.
createImageRegionsOptionalParameter - the object representing the optional parameters to be set before calling this API

Returns:

the ImageRegionCreateSummary object if successful.

Throws:

IllegalArgumentException - thrown if parameters fail the validation
CustomVisionErrorException - thrown if the request is rejected by server
RuntimeException - all other wrapped checked exceptions if the request fails to be sent

createImageRegionsAsync

public Observable createImageRegionsAsync(UUID projectId, CreateImageRegionsOptionalParameter createImageRegionsOptionalParameter)

Create a set of image regions. This API accepts a batch of image regions, and optionally tags, to update existing images with region information. There is a limit of 64 entries in the batch.

Parameters:

projectId - The project id.
createImageRegionsOptionalParameter - the object representing the optional parameters to be set before calling this API

Returns:

the observable to the ImageRegionCreateSummary object

Throws:

IllegalArgumentException - thrown if parameters fail the validation

createImagesFromData

public TrainingsCreateImagesFromDataDefinitionStages.WithProjectId createImagesFromData()

Add the provided images to the set of training images. This API accepts body content as multipart/form-data and application/octet-stream. When using multipart multiple image files can be sent at once, with a maximum of 64 files.

Returns:

the first stage of the createImagesFromData call

createImagesFromData

public ImageCreateSummary createImagesFromData(UUID projectId, byte[] imageData, CreateImagesFromDataOptionalParameter createImagesFromDataOptionalParameter)

Add the provided images to the set of training images. This API accepts body content as multipart/form-data and application/octet-stream. When using multipart multiple image files can be sent at once, with a maximum of 64 files.

Parameters:

projectId - The project id.
imageData - Binary image data. Supported formats are JPEG, GIF, PNG, and BMP. Supports images up to 6MB.
createImagesFromDataOptionalParameter - the object representing the optional parameters to be set before calling this API

Returns:

the ImageCreateSummary object if successful.

Throws:

IllegalArgumentException - thrown if parameters fail the validation
CustomVisionErrorException - thrown if the request is rejected by server
RuntimeException - all other wrapped checked exceptions if the request fails to be sent

createImagesFromDataAsync

public Observable createImagesFromDataAsync(UUID projectId, byte[] imageData, CreateImagesFromDataOptionalParameter createImagesFromDataOptionalParameter)

Add the provided images to the set of training images. This API accepts body content as multipart/form-data and application/octet-stream. When using multipart multiple image files can be sent at once, with a maximum of 64 files.

Parameters:

projectId - The project id.
imageData - Binary image data. Supported formats are JPEG, GIF, PNG, and BMP. Supports images up to 6MB.
createImagesFromDataOptionalParameter - the object representing the optional parameters to be set before calling this API

Returns:

the observable to the ImageCreateSummary object

Throws:

IllegalArgumentException - thrown if parameters fail the validation

createImagesFromFiles

public ImageCreateSummary createImagesFromFiles(UUID projectId, ImageFileCreateBatch batch)

Add the provided batch of images to the set of training images. This API accepts a batch of files, and optionally tags, to create images. There is a limit of 64 images and 20 tags.

Parameters:

projectId - The project id.
batch - The batch of image files to add. Limited to 64 images and 20 tags per batch.

Returns:

the ImageCreateSummary object if successful.

Throws:

IllegalArgumentException - thrown if parameters fail the validation
CustomVisionErrorException - thrown if the request is rejected by server
RuntimeException - all other wrapped checked exceptions if the request fails to be sent

createImagesFromFilesAsync

public Observable createImagesFromFilesAsync(UUID projectId, ImageFileCreateBatch batch)

Add the provided batch of images to the set of training images. This API accepts a batch of files, and optionally tags, to create images. There is a limit of 64 images and 20 tags.

Parameters:

projectId - The project id.
batch - The batch of image files to add. Limited to 64 images and 20 tags per batch.

Returns:

the observable to the ImageCreateSummary object

Throws:

IllegalArgumentException - thrown if parameters fail the validation

createImagesFromPredictions

public ImageCreateSummary createImagesFromPredictions(UUID projectId, ImageIdCreateBatch batch)

Add the specified predicted images to the set of training images. This API creates a batch of images from predicted images specified. There is a limit of 64 images and 20 tags.

Parameters:

projectId - The project id.
batch - Image and tag ids. Limited to 64 images and 20 tags per batch.

Returns:

the ImageCreateSummary object if successful.

Throws:

IllegalArgumentException - thrown if parameters fail the validation
CustomVisionErrorException - thrown if the request is rejected by server
RuntimeException - all other wrapped checked exceptions if the request fails to be sent

createImagesFromPredictionsAsync

public Observable createImagesFromPredictionsAsync(UUID projectId, ImageIdCreateBatch batch)

Add the specified predicted images to the set of training images. This API creates a batch of images from predicted images specified. There is a limit of 64 images and 20 tags.

Parameters:

projectId - The project id.
batch - Image and tag ids. Limited to 64 images and 20 tags per batch.

Returns:

the observable to the ImageCreateSummary object

Throws:

IllegalArgumentException - thrown if parameters fail the validation

createImagesFromUrls

public ImageCreateSummary createImagesFromUrls(UUID projectId, ImageUrlCreateBatch batch)

Add the provided images urls to the set of training images. This API accepts a batch of urls, and optionally tags, to create images. There is a limit of 64 images and 20 tags.

Parameters:

projectId - The project id.
batch - Image urls and tag ids. Limited to 64 images and 20 tags per batch.

Returns:

the ImageCreateSummary object if successful.

Throws:

IllegalArgumentException - thrown if parameters fail the validation
CustomVisionErrorException - thrown if the request is rejected by server
RuntimeException - all other wrapped checked exceptions if the request fails to be sent

createImagesFromUrlsAsync

public Observable createImagesFromUrlsAsync(UUID projectId, ImageUrlCreateBatch batch)

Add the provided images urls to the set of training images. This API accepts a batch of urls, and optionally tags, to create images. There is a limit of 64 images and 20 tags.

Parameters:

projectId - The project id.
batch - Image urls and tag ids. Limited to 64 images and 20 tags per batch.

Returns:

the observable to the ImageCreateSummary object

Throws:

IllegalArgumentException - thrown if parameters fail the validation

createImageTags

public TrainingsCreateImageTagsDefinitionStages.WithProjectId createImageTags()

Associate a set of images with a set of tags.

Returns:

the first stage of the createImageTags call

createImageTags

public ImageTagCreateSummary createImageTags(UUID projectId, CreateImageTagsOptionalParameter createImageTagsOptionalParameter)

Associate a set of images with a set of tags.

Parameters:

projectId - The project id.
createImageTagsOptionalParameter - the object representing the optional parameters to be set before calling this API

Returns:

the ImageTagCreateSummary object if successful.

Throws:

IllegalArgumentException - thrown if parameters fail the validation
CustomVisionErrorException - thrown if the request is rejected by server
RuntimeException - all other wrapped checked exceptions if the request fails to be sent

createImageTagsAsync

public Observable createImageTagsAsync(UUID projectId, CreateImageTagsOptionalParameter createImageTagsOptionalParameter)

Associate a set of images with a set of tags.

Parameters:

projectId - The project id.
createImageTagsOptionalParameter - the object representing the optional parameters to be set before calling this API

Returns:

the observable to the ImageTagCreateSummary object

Throws:

IllegalArgumentException - thrown if parameters fail the validation

createProject

public TrainingsCreateProjectDefinitionStages.WithName createProject()

Create a project.

Returns:

the first stage of the createProject call

createProject

public Project createProject(String name, CreateProjectOptionalParameter createProjectOptionalParameter)

Create a project.

Parameters:

name - Name of the project.
createProjectOptionalParameter - the object representing the optional parameters to be set before calling this API

Returns:

the Project object if successful.

Throws:

IllegalArgumentException - thrown if parameters fail the validation
CustomVisionErrorException - thrown if the request is rejected by server
RuntimeException - all other wrapped checked exceptions if the request fails to be sent

createProjectAsync

public Observable createProjectAsync(String name, CreateProjectOptionalParameter createProjectOptionalParameter)

Create a project.

Parameters:

name - Name of the project.
createProjectOptionalParameter - the object representing the optional parameters to be set before calling this API

Returns:

the observable to the Project object

Throws:

IllegalArgumentException - thrown if parameters fail the validation

createTag

public TrainingsCreateTagDefinitionStages.WithProjectId createTag()

Create a tag for the project.

Returns:

the first stage of the createTag call

createTag

public Tag createTag(UUID projectId, String name, CreateTagOptionalParameter createTagOptionalParameter)

Create a tag for the project.

Parameters:

projectId - The project id.
name - The tag name.
createTagOptionalParameter - the object representing the optional parameters to be set before calling this API

Returns:

the Tag object if successful.

Throws:

IllegalArgumentException - thrown if parameters fail the validation
CustomVisionErrorException - thrown if the request is rejected by server
RuntimeException - all other wrapped checked exceptions if the request fails to be sent

createTagAsync

public Observable createTagAsync(UUID projectId, String name, CreateTagOptionalParameter createTagOptionalParameter)

Create a tag for the project.

Parameters:

projectId - The project id.
name - The tag name.
createTagOptionalParameter - the object representing the optional parameters to be set before calling this API

Returns:

the observable to the Tag object

Throws:

IllegalArgumentException - thrown if parameters fail the validation

deleteImageRegions

public void deleteImageRegions(UUID projectId, List regionIds)

Delete a set of image regions.

Parameters:

projectId - The project id.
regionIds - Regions to delete. Limited to 64.

Throws:

IllegalArgumentException - thrown if parameters fail the validation
CustomVisionErrorException - thrown if the request is rejected by server
RuntimeException - all other wrapped checked exceptions if the request fails to be sent

deleteImageRegionsAsync

public Observable deleteImageRegionsAsync(UUID projectId, List regionIds)

Delete a set of image regions.

Parameters:

projectId - The project id.
regionIds - Regions to delete. Limited to 64.

Returns:

a representation of the deferred computation of this call if successful.

Throws:

IllegalArgumentException - thrown if parameters fail the validation

deleteImages

public void deleteImages(UUID projectId, List imageIds)

Delete images from the set of training images.

Parameters:

projectId - The project id.
imageIds - Ids of the images to be deleted. Limited to 256 images per batch.

Throws:

IllegalArgumentException - thrown if parameters fail the validation
CustomVisionErrorException - thrown if the request is rejected by server
RuntimeException - all other wrapped checked exceptions if the request fails to be sent

deleteImagesAsync

public Observable deleteImagesAsync(UUID projectId, List imageIds)

Delete images from the set of training images.

Parameters:

projectId - The project id.
imageIds - Ids of the images to be deleted. Limited to 256 images per batch.

Returns:

a representation of the deferred computation of this call if successful.

Throws:

IllegalArgumentException - thrown if parameters fail the validation

deleteImageTags

public void deleteImageTags(UUID projectId, List imageIds, List tagIds)

Remove a set of tags from a set of images.

Parameters:

projectId - The project id.
imageIds - Image ids. Limited to 64 images.
tagIds - Tags to be deleted from the specified images. Limited to 20 tags.

Throws:

IllegalArgumentException - thrown if parameters fail the validation
CustomVisionErrorException - thrown if the request is rejected by server
RuntimeException - all other wrapped checked exceptions if the request fails to be sent

deleteImageTagsAsync

public Observable deleteImageTagsAsync(UUID projectId, List imageIds, List tagIds)

Remove a set of tags from a set of images.

Parameters:

projectId - The project id.
imageIds - Image ids. Limited to 64 images.
tagIds - Tags to be deleted from the specified images. Limited to 20 tags.

Returns:

a representation of the deferred computation of this call if successful.

Throws:

IllegalArgumentException - thrown if parameters fail the validation

deleteIteration

public void deleteIteration(UUID projectId, UUID iterationId)

Delete a specific iteration of a project.

Parameters:

projectId - The project id.
iterationId - The iteration id.

Throws:

IllegalArgumentException - thrown if parameters fail the validation
CustomVisionErrorException - thrown if the request is rejected by server
RuntimeException - all other wrapped checked exceptions if the request fails to be sent

deleteIterationAsync

public Observable deleteIterationAsync(UUID projectId, UUID iterationId)

Delete a specific iteration of a project.

Parameters:

projectId - The project id.
iterationId - The iteration id.

Returns:

a representation of the deferred computation of this call if successful.

Throws:

IllegalArgumentException - thrown if parameters fail the validation

deletePrediction

public void deletePrediction(UUID projectId, List ids)

Delete a set of predicted images and their associated prediction results.

Parameters:

projectId - The project id.
ids - The prediction ids. Limited to 64.

Throws:

IllegalArgumentException - thrown if parameters fail the validation
CustomVisionErrorException - thrown if the request is rejected by server
RuntimeException - all other wrapped checked exceptions if the request fails to be sent

deletePredictionAsync

public Observable deletePredictionAsync(UUID projectId, List ids)

Delete a set of predicted images and their associated prediction results.

Parameters:

projectId - The project id.
ids - The prediction ids. Limited to 64.

Returns:

a representation of the deferred computation of this call if successful.

Throws:

IllegalArgumentException - thrown if parameters fail the validation

deleteProject

public void deleteProject(UUID projectId)

Delete a specific project.

Parameters:

projectId - The project id.

Throws:

IllegalArgumentException - thrown if parameters fail the validation
CustomVisionErrorException - thrown if the request is rejected by server
RuntimeException - all other wrapped checked exceptions if the request fails to be sent

deleteProjectAsync

public Observable deleteProjectAsync(UUID projectId)

Delete a specific project.

Parameters:

projectId - The project id.

Returns:

a representation of the deferred computation of this call if successful.

Throws:

IllegalArgumentException - thrown if parameters fail the validation

deleteTag

public void deleteTag(UUID projectId, UUID tagId)

Delete a tag from the project.

Parameters:

projectId - The project id.
tagId - Id of the tag to be deleted.

Throws:

IllegalArgumentException - thrown if parameters fail the validation
CustomVisionErrorException - thrown if the request is rejected by server
RuntimeException - all other wrapped checked exceptions if the request fails to be sent

deleteTagAsync

public Observable deleteTagAsync(UUID projectId, UUID tagId)

Delete a tag from the project.

Parameters:

projectId - The project id.
tagId - Id of the tag to be deleted.

Returns:

a representation of the deferred computation of this call if successful.

Throws:

IllegalArgumentException - thrown if parameters fail the validation

exportIteration

public TrainingsExportIterationDefinitionStages.WithProjectId exportIteration()

Export a trained iteration.

Returns:

the first stage of the exportIteration call

exportIteration

public Export exportIteration(UUID projectId, UUID iterationId, String platform, ExportIterationOptionalParameter exportIterationOptionalParameter)

Export a trained iteration.

Parameters:

projectId - The project id.
iterationId - The iteration id.
platform - The target platform. Possible values include: 'CoreML', 'TensorFlow', 'DockerFile', 'ONNX', 'VAIDK'.
exportIterationOptionalParameter - the object representing the optional parameters to be set before calling this API

Returns:

the Export object if successful.

Throws:

IllegalArgumentException - thrown if parameters fail the validation
CustomVisionErrorException - thrown if the request is rejected by server
RuntimeException - all other wrapped checked exceptions if the request fails to be sent

exportIterationAsync

public Observable exportIterationAsync(UUID projectId, UUID iterationId, String platform, ExportIterationOptionalParameter exportIterationOptionalParameter)

Export a trained iteration.

Parameters:

projectId - The project id.
iterationId - The iteration id.
platform - The target platform. Possible values include: 'CoreML', 'TensorFlow', 'DockerFile', 'ONNX', 'VAIDK'.
exportIterationOptionalParameter - the object representing the optional parameters to be set before calling this API

Returns:

the observable to the Export object

Throws:

IllegalArgumentException - thrown if parameters fail the validation

getDomain

public Domain getDomain(UUID domainId)

Get information about a specific domain.

Parameters:

domainId - The id of the domain to get information about.

Returns:

the Domain object if successful.

Throws:

IllegalArgumentException - thrown if parameters fail the validation
CustomVisionErrorException - thrown if the request is rejected by server
RuntimeException - all other wrapped checked exceptions if the request fails to be sent

getDomainAsync

public Observable getDomainAsync(UUID domainId)

Get information about a specific domain.

Parameters:

domainId - The id of the domain to get information about.

Returns:

the observable to the Domain object

Throws:

IllegalArgumentException - thrown if parameters fail the validation

getDomains

public List getDomains()

Get a list of the available domains.

Returns:

the List<Domain> object if successful.

Throws:

IllegalArgumentException - thrown if parameters fail the validation
CustomVisionErrorException - thrown if the request is rejected by server
RuntimeException - all other wrapped checked exceptions if the request fails to be sent

getDomainsAsync

public Observable> getDomainsAsync()

Get a list of the available domains.

Returns:

the observable to the List<Domain> object

Throws:

IllegalArgumentException - thrown if parameters fail the validation

getExports

public List getExports(UUID projectId, UUID iterationId)

Get the list of exports for a specific iteration.

Parameters:

projectId - The project id.
iterationId - The iteration id.

Returns:

the List<Export> object if successful.

Throws:

IllegalArgumentException - thrown if parameters fail the validation
CustomVisionErrorException - thrown if the request is rejected by server
RuntimeException - all other wrapped checked exceptions if the request fails to be sent

getExportsAsync

public Observable> getExportsAsync(UUID projectId, UUID iterationId)

Get the list of exports for a specific iteration.

Parameters:

projectId - The project id.
iterationId - The iteration id.

Returns:

the observable to the List<Export> object

Throws:

IllegalArgumentException - thrown if parameters fail the validation

getImagePerformanceCount

public TrainingsGetImagePerformanceCountDefinitionStages.WithProjectId getImagePerformanceCount()

Gets the number of images tagged with the provided {tagIds} that have prediction results from training for the provided iteration {iterationId}. The filtering is on an and/or relationship. For example, if the provided tag ids are for the "Dog" and "Cat" tags, then only images tagged with Dog and/or Cat will be returned.

Returns:

the first stage of the getImagePerformanceCount call

getImagePerformanceCount

public int getImagePerformanceCount(UUID projectId, UUID iterationId, GetImagePerformanceCountOptionalParameter getImagePerformanceCountOptionalParameter)

Gets the number of images tagged with the provided {tagIds} that have prediction results from training for the provided iteration {iterationId}. The filtering is on an and/or relationship. For example, if the provided tag ids are for the "Dog" and "Cat" tags, then only images tagged with Dog and/or Cat will be returned.

Parameters:

projectId - The project id.
iterationId - The iteration id. Defaults to workspace.
getImagePerformanceCountOptionalParameter - the object representing the optional parameters to be set before calling this API

Returns:

the int object if successful.

Throws:

IllegalArgumentException - thrown if parameters fail the validation
CustomVisionErrorException - thrown if the request is rejected by server
RuntimeException - all other wrapped checked exceptions if the request fails to be sent

getImagePerformanceCountAsync

public Observable getImagePerformanceCountAsync(UUID projectId, UUID iterationId, GetImagePerformanceCountOptionalParameter getImagePerformanceCountOptionalParameter)

Gets the number of images tagged with the provided {tagIds} that have prediction results from training for the provided iteration {iterationId}. The filtering is on an and/or relationship. For example, if the provided tag ids are for the "Dog" and "Cat" tags, then only images tagged with Dog and/or Cat will be returned.

Parameters:

projectId - The project id.
iterationId - The iteration id. Defaults to workspace.
getImagePerformanceCountOptionalParameter - the object representing the optional parameters to be set before calling this API

Returns:

the observable to the int object

Throws:

IllegalArgumentException - thrown if parameters fail the validation

getImagePerformances

public TrainingsGetImagePerformancesDefinitionStages.WithProjectId getImagePerformances()

Get image with its prediction for a given project iteration. This API supports batching and range selection. By default it will only return first 50 images matching images. Use the {take} and {skip} parameters to control how many images to return in a given batch. The filtering is on an and/or relationship. For example, if the provided tag ids are for the "Dog" and "Cat" tags, then only images tagged with Dog and/or Cat will be returned.

Returns:

the first stage of the getImagePerformances call

getImagePerformances

public List getImagePerformances(UUID projectId, UUID iterationId, GetImagePerformancesOptionalParameter getImagePerformancesOptionalParameter)

Get image with its prediction for a given project iteration. This API supports batching and range selection. By default it will only return first 50 images matching images. Use the {take} and {skip} parameters to control how many images to return in a given batch. The filtering is on an and/or relationship. For example, if the provided tag ids are for the "Dog" and "Cat" tags, then only images tagged with Dog and/or Cat will be returned.

Parameters:

projectId - The project id.
iterationId - The iteration id. Defaults to workspace.
getImagePerformancesOptionalParameter - the object representing the optional parameters to be set before calling this API

Returns:

the List<ImagePerformance> object if successful.

Throws:

IllegalArgumentException - thrown if parameters fail the validation
CustomVisionErrorException - thrown if the request is rejected by server
RuntimeException - all other wrapped checked exceptions if the request fails to be sent

getImagePerformancesAsync

public Observable> getImagePerformancesAsync(UUID projectId, UUID iterationId, GetImagePerformancesOptionalParameter getImagePerformancesOptionalParameter)

Get image with its prediction for a given project iteration. This API supports batching and range selection. By default it will only return first 50 images matching images. Use the {take} and {skip} parameters to control how many images to return in a given batch. The filtering is on an and/or relationship. For example, if the provided tag ids are for the "Dog" and "Cat" tags, then only images tagged with Dog and/or Cat will be returned.

Parameters:

projectId - The project id.
iterationId - The iteration id. Defaults to workspace.
getImagePerformancesOptionalParameter - the object representing the optional parameters to be set before calling this API

Returns:

the observable to the List<ImagePerformance> object

Throws:

IllegalArgumentException - thrown if parameters fail the validation

getImageRegionProposals

public ImageRegionProposal getImageRegionProposals(UUID projectId, UUID imageId)

Get region proposals for an image. Returns empty array if no proposals are found. This API will get region proposals for an image along with confidences for the region. It returns an empty array if no proposals are found.

Parameters:

projectId - The project id.
imageId - The image id.

Returns:

the ImageRegionProposal object if successful.

Throws:

IllegalArgumentException - thrown if parameters fail the validation
CustomVisionErrorException - thrown if the request is rejected by server
RuntimeException - all other wrapped checked exceptions if the request fails to be sent

getImageRegionProposalsAsync

public Observable getImageRegionProposalsAsync(UUID projectId, UUID imageId)

Get region proposals for an image. Returns empty array if no proposals are found. This API will get region proposals for an image along with confidences for the region. It returns an empty array if no proposals are found.

Parameters:

projectId - The project id.
imageId - The image id.

Returns:

the observable to the ImageRegionProposal object

Throws:

IllegalArgumentException - thrown if parameters fail the validation

getImagesByIds

public TrainingsGetImagesByIdsDefinitionStages.WithProjectId getImagesByIds()

Get images by id for a given project iteration. This API will return a set of Images for the specified tags and optionally iteration. If no iteration is specified the current workspace is used.

Returns:

the first stage of the getImagesByIds call

getImagesByIds

public List getImagesByIds(UUID projectId, GetImagesByIdsOptionalParameter getImagesByIdsOptionalParameter)

Get images by id for a given project iteration. This API will return a set of Images for the specified tags and optionally iteration. If no iteration is specified the current workspace is used.

Parameters:

projectId - The project id.
getImagesByIdsOptionalParameter - the object representing the optional parameters to be set before calling this API

Returns:

the List<Image> object if successful.

Throws:

IllegalArgumentException - thrown if parameters fail the validation
CustomVisionErrorException - thrown if the request is rejected by server
RuntimeException - all other wrapped checked exceptions if the request fails to be sent

getImagesByIdsAsync

public Observable> getImagesByIdsAsync(UUID projectId, GetImagesByIdsOptionalParameter getImagesByIdsOptionalParameter)

Get images by id for a given project iteration. This API will return a set of Images for the specified tags and optionally iteration. If no iteration is specified the current workspace is used.

Parameters:

projectId - The project id.
getImagesByIdsOptionalParameter - the object representing the optional parameters to be set before calling this API

Returns:

the observable to the List<Image> object

Throws:

IllegalArgumentException - thrown if parameters fail the validation

getIteration

public Iteration getIteration(UUID projectId, UUID iterationId)

Get a specific iteration.

Parameters:

projectId - The id of the project the iteration belongs to.
iterationId - The id of the iteration to get.

Returns:

the Iteration object if successful.

Throws:

IllegalArgumentException - thrown if parameters fail the validation
CustomVisionErrorException - thrown if the request is rejected by server
RuntimeException - all other wrapped checked exceptions if the request fails to be sent

getIterationAsync

public Observable getIterationAsync(UUID projectId, UUID iterationId)

Get a specific iteration.

Parameters:

projectId - The id of the project the iteration belongs to.
iterationId - The id of the iteration to get.

Returns:

the observable to the Iteration object

Throws:

IllegalArgumentException - thrown if parameters fail the validation

getIterationPerformance

public TrainingsGetIterationPerformanceDefinitionStages.WithProjectId getIterationPerformance()

Get detailed performance information about an iteration.

Returns:

the first stage of the getIterationPerformance call

getIterationPerformance

public IterationPerformance getIterationPerformance(UUID projectId, UUID iterationId, GetIterationPerformanceOptionalParameter getIterationPerformanceOptionalParameter)

Get detailed performance information about an iteration.

Parameters:

projectId - The id of the project the iteration belongs to.
iterationId - The id of the iteration to get.
getIterationPerformanceOptionalParameter - the object representing the optional parameters to be set before calling this API

Returns:

the IterationPerformance object if successful.

Throws:

IllegalArgumentException - thrown if parameters fail the validation
CustomVisionErrorException - thrown if the request is rejected by server
RuntimeException - all other wrapped checked exceptions if the request fails to be sent

getIterationPerformanceAsync

public Observable getIterationPerformanceAsync(UUID projectId, UUID iterationId, GetIterationPerformanceOptionalParameter getIterationPerformanceOptionalParameter)

Get detailed performance information about an iteration.

Parameters:

projectId - The id of the project the iteration belongs to.
iterationId - The id of the iteration to get.
getIterationPerformanceOptionalParameter - the object representing the optional parameters to be set before calling this API

Returns:

the observable to the IterationPerformance object

Throws:

IllegalArgumentException - thrown if parameters fail the validation

getIterations

public List getIterations(UUID projectId)

Get iterations for the project.

Parameters:

projectId - The project id.

Returns:

the List<Iteration> object if successful.

Throws:

IllegalArgumentException - thrown if parameters fail the validation
CustomVisionErrorException - thrown if the request is rejected by server
RuntimeException - all other wrapped checked exceptions if the request fails to be sent

getIterationsAsync

public Observable> getIterationsAsync(UUID projectId)

Get iterations for the project.

Parameters:

projectId - The project id.

Returns:

the observable to the List<Iteration> object

Throws:

IllegalArgumentException - thrown if parameters fail the validation

getProject

public Project getProject(UUID projectId)

Get a specific project.

Parameters:

projectId - The id of the project to get.

Returns:

the Project object if successful.

Throws:

IllegalArgumentException - thrown if parameters fail the validation
CustomVisionErrorException - thrown if the request is rejected by server
RuntimeException - all other wrapped checked exceptions if the request fails to be sent

getProjectAsync

public Observable getProjectAsync(UUID projectId)

Get a specific project.

Parameters:

projectId - The id of the project to get.

Returns:

the observable to the Project object

Throws:

IllegalArgumentException - thrown if parameters fail the validation

getProjects

public List getProjects()

Get your projects.

Returns:

the List<Project> object if successful.

Throws:

IllegalArgumentException - thrown if parameters fail the validation
CustomVisionErrorException - thrown if the request is rejected by server
RuntimeException - all other wrapped checked exceptions if the request fails to be sent

getProjectsAsync

public Observable> getProjectsAsync()

Get your projects.

Returns:

the observable to the List<Project> object

Throws:

IllegalArgumentException - thrown if parameters fail the validation

getTag

public TrainingsGetTagDefinitionStages.WithProjectId getTag()

Get information about a specific tag.

Returns:

the first stage of the getTag call

getTag

public Tag getTag(UUID projectId, UUID tagId, GetTagOptionalParameter getTagOptionalParameter)

Get information about a specific tag.

Parameters:

projectId - The project this tag belongs to.
tagId - The tag id.
getTagOptionalParameter - the object representing the optional parameters to be set before calling this API

Returns:

the Tag object if successful.

Throws:

IllegalArgumentException - thrown if parameters fail the validation
CustomVisionErrorException - thrown if the request is rejected by server
RuntimeException - all other wrapped checked exceptions if the request fails to be sent

getTagAsync

public Observable getTagAsync(UUID projectId, UUID tagId, GetTagOptionalParameter getTagOptionalParameter)

Get information about a specific tag.

Parameters:

projectId - The project this tag belongs to.
tagId - The tag id.
getTagOptionalParameter - the object representing the optional parameters to be set before calling this API

Returns:

the observable to the Tag object

Throws:

IllegalArgumentException - thrown if parameters fail the validation

getTaggedImageCount

public TrainingsGetTaggedImageCountDefinitionStages.WithProjectId getTaggedImageCount()

Gets the number of images tagged with the provided {tagIds}. The filtering is on an and/or relationship. For example, if the provided tag ids are for the "Dog" and "Cat" tags, then only images tagged with Dog and/or Cat will be returned.

Returns:

the first stage of the getTaggedImageCount call

getTaggedImageCount

public int getTaggedImageCount(UUID projectId, GetTaggedImageCountOptionalParameter getTaggedImageCountOptionalParameter)

Gets the number of images tagged with the provided {tagIds}. The filtering is on an and/or relationship. For example, if the provided tag ids are for the "Dog" and "Cat" tags, then only images tagged with Dog and/or Cat will be returned.

Parameters:

projectId - The project id.
getTaggedImageCountOptionalParameter - the object representing the optional parameters to be set before calling this API

Returns:

the int object if successful.

Throws:

IllegalArgumentException - thrown if parameters fail the validation
CustomVisionErrorException - thrown if the request is rejected by server
RuntimeException - all other wrapped checked exceptions if the request fails to be sent

getTaggedImageCountAsync

public Observable getTaggedImageCountAsync(UUID projectId, GetTaggedImageCountOptionalParameter getTaggedImageCountOptionalParameter)

Gets the number of images tagged with the provided {tagIds}. The filtering is on an and/or relationship. For example, if the provided tag ids are for the "Dog" and "Cat" tags, then only images tagged with Dog and/or Cat will be returned.

Parameters:

projectId - The project id.
getTaggedImageCountOptionalParameter - the object representing the optional parameters to be set before calling this API

Returns:

the observable to the int object

Throws:

IllegalArgumentException - thrown if parameters fail the validation

getTaggedImages

public TrainingsGetTaggedImagesDefinitionStages.WithProjectId getTaggedImages()

Get tagged images for a given project iteration. This API supports batching and range selection. By default it will only return first 50 images matching images. Use the {take} and {skip} parameters to control how many images to return in a given batch. The filtering is on an and/or relationship. For example, if the provided tag ids are for the "Dog" and "Cat" tags, then only images tagged with Dog and/or Cat will be returned.

Returns:

the first stage of the getTaggedImages call

getTaggedImages

public List getTaggedImages(UUID projectId, GetTaggedImagesOptionalParameter getTaggedImagesOptionalParameter)

Get tagged images for a given project iteration. This API supports batching and range selection. By default it will only return first 50 images matching images. Use the {take} and {skip} parameters to control how many images to return in a given batch. The filtering is on an and/or relationship. For example, if the provided tag ids are for the "Dog" and "Cat" tags, then only images tagged with Dog and/or Cat will be returned.

Parameters:

projectId - The project id.
getTaggedImagesOptionalParameter - the object representing the optional parameters to be set before calling this API

Returns:

the List<Image> object if successful.

Throws:

IllegalArgumentException - thrown if parameters fail the validation
CustomVisionErrorException - thrown if the request is rejected by server
RuntimeException - all other wrapped checked exceptions if the request fails to be sent

getTaggedImagesAsync

public Observable> getTaggedImagesAsync(UUID projectId, GetTaggedImagesOptionalParameter getTaggedImagesOptionalParameter)

Get tagged images for a given project iteration. This API supports batching and range selection. By default it will only return first 50 images matching images. Use the {take} and {skip} parameters to control how many images to return in a given batch. The filtering is on an and/or relationship. For example, if the provided tag ids are for the "Dog" and "Cat" tags, then only images tagged with Dog and/or Cat will be returned.

Parameters:

projectId - The project id.
getTaggedImagesOptionalParameter - the object representing the optional parameters to be set before calling this API

Returns:

the observable to the List<Image> object

Throws:

IllegalArgumentException - thrown if parameters fail the validation

getTags

public TrainingsGetTagsDefinitionStages.WithProjectId getTags()

Get the tags for a given project and iteration.

Returns:

the first stage of the getTags call

getTags

public List getTags(UUID projectId, GetTagsOptionalParameter getTagsOptionalParameter)

Get the tags for a given project and iteration.

Parameters:

projectId - The project id.
getTagsOptionalParameter - the object representing the optional parameters to be set before calling this API

Returns:

the List<Tag> object if successful.

Throws:

IllegalArgumentException - thrown if parameters fail the validation
CustomVisionErrorException - thrown if the request is rejected by server
RuntimeException - all other wrapped checked exceptions if the request fails to be sent

getTagsAsync

public Observable> getTagsAsync(UUID projectId, GetTagsOptionalParameter getTagsOptionalParameter)

Get the tags for a given project and iteration.

Parameters:

projectId - The project id.
getTagsOptionalParameter - the object representing the optional parameters to be set before calling this API

Returns:

the observable to the List<Tag> object

Throws:

IllegalArgumentException - thrown if parameters fail the validation

getUntaggedImageCount

public TrainingsGetUntaggedImageCountDefinitionStages.WithProjectId getUntaggedImageCount()

Gets the number of untagged images. This API returns the images which have no tags for a given project and optionally an iteration. If no iteration is specified the current workspace is used.

Returns:

the first stage of the getUntaggedImageCount call

getUntaggedImageCount

public int getUntaggedImageCount(UUID projectId, GetUntaggedImageCountOptionalParameter getUntaggedImageCountOptionalParameter)

Gets the number of untagged images. This API returns the images which have no tags for a given project and optionally an iteration. If no iteration is specified the current workspace is used.

Parameters:

projectId - The project id.
getUntaggedImageCountOptionalParameter - the object representing the optional parameters to be set before calling this API

Returns:

the int object if successful.

Throws:

IllegalArgumentException - thrown if parameters fail the validation
CustomVisionErrorException - thrown if the request is rejected by server
RuntimeException - all other wrapped checked exceptions if the request fails to be sent

getUntaggedImageCountAsync

public Observable getUntaggedImageCountAsync(UUID projectId, GetUntaggedImageCountOptionalParameter getUntaggedImageCountOptionalParameter)

Gets the number of untagged images. This API returns the images which have no tags for a given project and optionally an iteration. If no iteration is specified the current workspace is used.

Parameters:

projectId - The project id.
getUntaggedImageCountOptionalParameter - the object representing the optional parameters to be set before calling this API

Returns:

the observable to the int object

Throws:

IllegalArgumentException - thrown if parameters fail the validation

getUntaggedImages

public TrainingsGetUntaggedImagesDefinitionStages.WithProjectId getUntaggedImages()

Get untagged images for a given project iteration. This API supports batching and range selection. By default it will only return first 50 images matching images. Use the {take} and {skip} parameters to control how many images to return in a given batch.

Returns:

the first stage of the getUntaggedImages call

getUntaggedImages

public List getUntaggedImages(UUID projectId, GetUntaggedImagesOptionalParameter getUntaggedImagesOptionalParameter)

Get untagged images for a given project iteration. This API supports batching and range selection. By default it will only return first 50 images matching images. Use the {take} and {skip} parameters to control how many images to return in a given batch.

Parameters:

projectId - The project id.
getUntaggedImagesOptionalParameter - the object representing the optional parameters to be set before calling this API

Returns:

the List<Image> object if successful.

Throws:

IllegalArgumentException - thrown if parameters fail the validation
CustomVisionErrorException - thrown if the request is rejected by server
RuntimeException - all other wrapped checked exceptions if the request fails to be sent

getUntaggedImagesAsync

public Observable> getUntaggedImagesAsync(UUID projectId, GetUntaggedImagesOptionalParameter getUntaggedImagesOptionalParameter)

Get untagged images for a given project iteration. This API supports batching and range selection. By default it will only return first 50 images matching images. Use the {take} and {skip} parameters to control how many images to return in a given batch.

Parameters:

projectId - The project id.
getUntaggedImagesOptionalParameter - the object representing the optional parameters to be set before calling this API

Returns:

the observable to the List<Image> object

Throws:

IllegalArgumentException - thrown if parameters fail the validation

publishIteration

public boolean publishIteration(UUID projectId, UUID iterationId, String publishName, String predictionId)

Publish a specific iteration.

Parameters:

projectId - The project id.
iterationId - The iteration id.
publishName - The name to give the published iteration.
predictionId - The id of the prediction resource to publish to.

Returns:

the boolean object if successful.

Throws:

IllegalArgumentException - thrown if parameters fail the validation
CustomVisionErrorException - thrown if the request is rejected by server
RuntimeException - all other wrapped checked exceptions if the request fails to be sent

publishIterationAsync

public Observable publishIterationAsync(UUID projectId, UUID iterationId, String publishName, String predictionId)

Publish a specific iteration.

Parameters:

projectId - The project id.
iterationId - The iteration id.
publishName - The name to give the published iteration.
predictionId - The id of the prediction resource to publish to.

Returns:

the observable to the boolean object

Throws:

IllegalArgumentException - thrown if parameters fail the validation

queryPredictions

public PredictionQueryResult queryPredictions(UUID projectId, PredictionQueryToken query)

Get images that were sent to your prediction endpoint.

Parameters:

projectId - The project id.
query - Parameters used to query the predictions. Limited to combining 2 tags.

Returns:

the PredictionQueryResult object if successful.

Throws:

IllegalArgumentException - thrown if parameters fail the validation
CustomVisionErrorException - thrown if the request is rejected by server
RuntimeException - all other wrapped checked exceptions if the request fails to be sent

queryPredictionsAsync

public Observable queryPredictionsAsync(UUID projectId, PredictionQueryToken query)

Get images that were sent to your prediction endpoint.

Parameters:

projectId - The project id.
query - Parameters used to query the predictions. Limited to combining 2 tags.

Returns:

the observable to the PredictionQueryResult object

Throws:

IllegalArgumentException - thrown if parameters fail the validation

quickTestImage

public TrainingsQuickTestImageDefinitionStages.WithProjectId quickTestImage()

Quick test an image.

Returns:

the first stage of the quickTestImage call

quickTestImage

public ImagePrediction quickTestImage(UUID projectId, byte[] imageData, QuickTestImageOptionalParameter quickTestImageOptionalParameter)

Quick test an image.

Parameters:

projectId - The project id.
imageData - Binary image data. Supported formats are JPEG, GIF, PNG, and BMP. Supports images up to 6MB.
quickTestImageOptionalParameter - the object representing the optional parameters to be set before calling this API

Returns:

the ImagePrediction object if successful.

Throws:

IllegalArgumentException - thrown if parameters fail the validation
CustomVisionErrorException - thrown if the request is rejected by server
RuntimeException - all other wrapped checked exceptions if the request fails to be sent

quickTestImageAsync

public Observable quickTestImageAsync(UUID projectId, byte[] imageData, QuickTestImageOptionalParameter quickTestImageOptionalParameter)

Quick test an image.

Parameters:

projectId - The project id.
imageData - Binary image data. Supported formats are JPEG, GIF, PNG, and BMP. Supports images up to 6MB.
quickTestImageOptionalParameter - the object representing the optional parameters to be set before calling this API

Returns:

the observable to the ImagePrediction object

Throws:

IllegalArgumentException - thrown if parameters fail the validation

quickTestImageUrl

public TrainingsQuickTestImageUrlDefinitionStages.WithProjectId quickTestImageUrl()

Quick test an image url.

Returns:

the first stage of the quickTestImageUrl call

quickTestImageUrl

public ImagePrediction quickTestImageUrl(UUID projectId, String url, QuickTestImageUrlOptionalParameter quickTestImageUrlOptionalParameter)

Quick test an image url.

Parameters:

projectId - The project to evaluate against.
url - Url of the image.
quickTestImageUrlOptionalParameter - the object representing the optional parameters to be set before calling this API

Returns:

the ImagePrediction object if successful.

Throws:

IllegalArgumentException - thrown if parameters fail the validation
CustomVisionErrorException - thrown if the request is rejected by server
RuntimeException - all other wrapped checked exceptions if the request fails to be sent

quickTestImageUrlAsync

public Observable quickTestImageUrlAsync(UUID projectId, String url, QuickTestImageUrlOptionalParameter quickTestImageUrlOptionalParameter)

Quick test an image url.

Parameters:

projectId - The project to evaluate against.
url - Url of the image.
quickTestImageUrlOptionalParameter - the object representing the optional parameters to be set before calling this API

Returns:

the observable to the ImagePrediction object

Throws:

IllegalArgumentException - thrown if parameters fail the validation

trainProject

public TrainingsTrainProjectDefinitionStages.WithProjectId trainProject()

Queues project for training.

Returns:

the first stage of the trainProject call

trainProject

public Iteration trainProject(UUID projectId, TrainProjectOptionalParameter trainProjectOptionalParameter)

Queues project for training.

Parameters:

projectId - The project id.
trainProjectOptionalParameter - the object representing the optional parameters to be set before calling this API

Returns:

the Iteration object if successful.

Throws:

IllegalArgumentException - thrown if parameters fail the validation
CustomVisionErrorException - thrown if the request is rejected by server
RuntimeException - all other wrapped checked exceptions if the request fails to be sent

trainProjectAsync

public Observable trainProjectAsync(UUID projectId, TrainProjectOptionalParameter trainProjectOptionalParameter)

Queues project for training.

Parameters:

projectId - The project id.
trainProjectOptionalParameter - the object representing the optional parameters to be set before calling this API

Returns:

the observable to the Iteration object

Throws:

IllegalArgumentException - thrown if parameters fail the validation

unpublishIteration

public void unpublishIteration(UUID projectId, UUID iterationId)

Unpublish a specific iteration.

Parameters:

projectId - The project id.
iterationId - The iteration id.

Throws:

IllegalArgumentException - thrown if parameters fail the validation
CustomVisionErrorException - thrown if the request is rejected by server
RuntimeException - all other wrapped checked exceptions if the request fails to be sent

unpublishIterationAsync

public Observable unpublishIterationAsync(UUID projectId, UUID iterationId)

Unpublish a specific iteration.

Parameters:

projectId - The project id.
iterationId - The iteration id.

Returns:

a representation of the deferred computation of this call if successful.

Throws:

IllegalArgumentException - thrown if parameters fail the validation

updateIteration

public Iteration updateIteration(UUID projectId, UUID iterationId, String name)

Update a specific iteration.

Parameters:

projectId - Project id.
iterationId - Iteration id.
name - Gets or sets the name of the iteration.

Returns:

the Iteration object if successful.

Throws:

IllegalArgumentException - thrown if parameters fail the validation
CustomVisionErrorException - thrown if the request is rejected by server
RuntimeException - all other wrapped checked exceptions if the request fails to be sent

updateIterationAsync

public Observable updateIterationAsync(UUID projectId, UUID iterationId, String name)

Update a specific iteration.

Parameters:

projectId - Project id.
iterationId - Iteration id.
name - Gets or sets the name of the iteration.

Returns:

the observable to the Iteration object

Throws:

IllegalArgumentException - thrown if parameters fail the validation

updateProject

public Project updateProject(UUID projectId, Project updatedProject)

Update a specific project.

Parameters:

projectId - The id of the project to update.
updatedProject - The updated project model.

Returns:

the Project object if successful.

Throws:

IllegalArgumentException - thrown if parameters fail the validation
CustomVisionErrorException - thrown if the request is rejected by server
RuntimeException - all other wrapped checked exceptions if the request fails to be sent

updateProjectAsync

public Observable updateProjectAsync(UUID projectId, Project updatedProject)

Update a specific project.

Parameters:

projectId - The id of the project to update.
updatedProject - The updated project model.

Returns:

the observable to the Project object

Throws:

IllegalArgumentException - thrown if parameters fail the validation

updateTag

public Tag updateTag(UUID projectId, UUID tagId, Tag updatedTag)

Update a tag.

Parameters:

projectId - The project id.
tagId - The id of the target tag.
updatedTag - The updated tag model.

Returns:

the Tag object if successful.

Throws:

IllegalArgumentException - thrown if parameters fail the validation
CustomVisionErrorException - thrown if the request is rejected by server
RuntimeException - all other wrapped checked exceptions if the request fails to be sent

updateTagAsync

public Observable updateTagAsync(UUID projectId, UUID tagId, Tag updatedTag)

Update a tag.

Parameters:

projectId - The project id.
tagId - The id of the target tag.
updatedTag - The updated tag model.

Returns:

the observable to the Tag object

Throws:

IllegalArgumentException - thrown if parameters fail the validation

Applies to