Class ImageAnnotatorClient

Service that performs Google Cloud Vision API detection tasks over client images, such as face, landmark, logo, label, and text detection. The ImageAnnotator service returns detected entities from the images.

Inheritance

builtins.object > ImageAnnotatorClient

Properties

transport

Returns the transport used by the client instance.

Returns
TypeDescription
ImageAnnotatorTransportThe transport used by the client instance.

Methods

__exit__

__exit__(type, value, traceback)

Releases underlying transport's resources.

.. warning:: ONLY use as a context manager if the transport is NOT shared with other clients! Exiting the with block will CLOSE the transport and may cause errors in other clients!

async_batch_annotate_files

async_batch_annotate_files(request: Optional[Union[google.cloud.vision_v1p3beta1.types.image_annotator.AsyncBatchAnnotateFilesRequest, dict]] = None, *, requests: Optional[Sequence[google.cloud.vision_v1p3beta1.types.image_annotator.AsyncAnnotateFileRequest]] = None, retry: Union[google.api_core.retry.Retry, google.api_core.gapic_v1.method._MethodDefault] = <_MethodDefault._DEFAULT_VALUE: <object object>>, timeout: Optional[float] = None, metadata: Sequence[Tuple[str, str]] = ())

Run asynchronous image detection and annotation for a list of generic files, such as PDF files, which may contain multiple pages and multiple images per page. Progress and results can be retrieved through the google.longrunning.Operations interface. Operation.metadata contains OperationMetadata (metadata). Operation.response contains AsyncBatchAnnotateFilesResponse (results).

Parameters
NameDescription
request Union[google.cloud.vision_v1p3beta1.types.AsyncBatchAnnotateFilesRequest, dict]

The request object. Multiple async file annotation requests are batched into a single service call.

requests Sequence[google.cloud.vision_v1p3beta1.types.AsyncAnnotateFileRequest]

Required. Individual async file annotation requests for this batch. This corresponds to the requests field on the request instance; if request is provided, this should not be set.

retry google.api_core.retry.Retry

Designation of what errors, if any, should be retried.

timeout float

The timeout for this request.

metadata Sequence[Tuple[str, str]]

Strings which should be sent along with the request as metadata.

Returns
TypeDescription
google.api_core.operation.OperationAn object representing a long-running operation. The result type for the operation will be AsyncBatchAnnotateFilesResponse Response to an async batch file annotation request.

batch_annotate_images

batch_annotate_images(request: Optional[Union[google.cloud.vision_v1p3beta1.types.image_annotator.BatchAnnotateImagesRequest, dict]] = None, *, requests: Optional[Sequence[google.cloud.vision_v1p3beta1.types.image_annotator.AnnotateImageRequest]] = None, retry: Union[google.api_core.retry.Retry, google.api_core.gapic_v1.method._MethodDefault] = <_MethodDefault._DEFAULT_VALUE: <object object>>, timeout: Optional[float] = None, metadata: Sequence[Tuple[str, str]] = ())

Run image detection and annotation for a batch of images.

Parameters
NameDescription
request Union[google.cloud.vision_v1p3beta1.types.BatchAnnotateImagesRequest, dict]

The request object. Multiple image annotation requests are batched into a single service call.

requests Sequence[google.cloud.vision_v1p3beta1.types.AnnotateImageRequest]

Individual image annotation requests for this batch. This corresponds to the requests field on the request instance; if request is provided, this should not be set.

retry google.api_core.retry.Retry

Designation of what errors, if any, should be retried.

timeout float

The timeout for this request.

metadata Sequence[Tuple[str, str]]

Strings which should be sent along with the request as metadata.

Returns
TypeDescription
google.cloud.vision_v1p3beta1.types.BatchAnnotateImagesResponseResponse to a batch image annotation request.

common_billing_account_path

common_billing_account_path(billing_account: str)

Returns a fully-qualified billing_account string.

Parameter
NameDescription
billing_account str

common_folder_path

common_folder_path(folder: str)

Returns a fully-qualified folder string.

Parameter
NameDescription
folder str

common_location_path

common_location_path(project: str, location: str)

Returns a fully-qualified location string.

Parameters
NameDescription
project str
location str

common_organization_path

common_organization_path(organization: str)

Returns a fully-qualified organization string.

Parameter
NameDescription
organization str

common_project_path

common_project_path(project: str)

Returns a fully-qualified project string.

Parameter
NameDescription
project str

from_service_account_file

from_service_account_file(filename: str, *args, **kwargs)

Creates an instance of this client using the provided credentials file.

Parameters
NameDescription
filename str

The path to the service account private key json file.

args

Additional arguments to pass to the constructor.

kwargs

Additional arguments to pass to the constructor.

Returns
TypeDescription
ImageAnnotatorClientThe constructed client.

from_service_account_info

from_service_account_info(info: dict, *args, **kwargs)

Creates an instance of this client using the provided credentials info.

Parameters
NameDescription
info dict

The service account private key info.

args

Additional arguments to pass to the constructor.

kwargs

Additional arguments to pass to the constructor.

Returns
TypeDescription
ImageAnnotatorClientThe constructed client.

from_service_account_json

from_service_account_json(filename: str, *args, **kwargs)

Creates an instance of this client using the provided credentials file.

Parameters
NameDescription
filename str

The path to the service account private key json file.

args

Additional arguments to pass to the constructor.

kwargs

Additional arguments to pass to the constructor.

Returns
TypeDescription
ImageAnnotatorClientThe constructed client.

parse_common_billing_account_path

parse_common_billing_account_path(path: str)

Parse a billing_account path into its component segments.

Parameter
NameDescription
path str

parse_common_folder_path

parse_common_folder_path(path: str)

Parse a folder path into its component segments.

Parameter
NameDescription
path str

parse_common_location_path

parse_common_location_path(path: str)

Parse a location path into its component segments.

Parameter
NameDescription
path str

parse_common_organization_path

parse_common_organization_path(path: str)

Parse a organization path into its component segments.

Parameter
NameDescription
path str

parse_common_project_path

parse_common_project_path(path: str)

Parse a project path into its component segments.

Parameter
NameDescription
path str

parse_product_path

parse_product_path(path: str)

Parses a product path into its component segments.

Parameter
NameDescription
path str

parse_product_set_path

parse_product_set_path(path: str)

Parses a product_set path into its component segments.

Parameter
NameDescription
path str

product_path

product_path(project: str, location: str, product: str)

Returns a fully-qualified product string.

Parameters
NameDescription
project str
location str
product str

product_set_path

product_set_path(project: str, location: str, product_set: str)

Returns a fully-qualified product_set string.

Parameters
NameDescription
project str
location str
product_set str