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CustomVisionPredictionClient Class

Inheritance

azure.cognitiveservices.vision.customvision.prediction.operations._custom_vision_prediction_client_operations.CustomVisionPredictionClientOperationsMixin

CustomVisionPredictionClient

msrest.service_client.SDKClient

CustomVisionPredictionClient

Constructor

CustomVisionPredictionClient(endpoint, credentials)

Parameters

Name	Description
endpoint Required	str Supported Cognitive Services endpoints.
credentials Required	None Subscription credentials which uniquely identify client subscription.

Variables

Name	Description
config	CustomVisionPredictionClientConfiguration Configuration for client.

Methods

classify_image	Classify an image and saves the result.
classify_image_url	Classify an image url and saves the result.
classify_image_url_with_no_store	Classify an image url without saving the result.
classify_image_with_no_store	Classify an image without saving the result.
close	Close the client if keep_alive is True.
detect_image	Detect objects in an image and saves the result.
detect_image_url	Detect objects in an image url and saves the result.
detect_image_url_with_no_store	Detect objects in an image url without saving the result.
detect_image_with_no_store	Detect objects in an image without saving the result.

classify_image

Classify an image and saves the result.

classify_image(project_id, published_name, image_data, application=None, custom_headers=None, raw=False, **operation_config)

Parameters

Name	Description
project_id Required	str The project id.
published_name Required	str Specifies the name of the model to evaluate against.
image_data Required	Generator Binary image data. Supported formats are JPEG, GIF, PNG, and BMP. Supports images up to 4MB.
application	str Optional. Specifies the name of application using the endpoint. Default value: None
custom_headers	dict headers that will be added to the request Default value: None
raw	bool returns the direct response alongside the deserialized response Default value: False
operation_config Required	Operation configuration overrides.

Returns

Type	Description
ImagePrediction, <xref:msrest.pipeline.ClientRawResponse>	ImagePrediction or ClientRawResponse if raw=true

Exceptions

Type	Description
CustomVisionErrorException

classify_image_url

Classify an image url and saves the result.

classify_image_url(project_id, published_name, url, application=None, custom_headers=None, raw=False, **operation_config)

Parameters

Name	Description
project_id Required	str The project id.
published_name Required	str Specifies the name of the model to evaluate against.
url Required	str Url of the image.
application	str Optional. Specifies the name of application using the endpoint. Default value: None
custom_headers	dict headers that will be added to the request Default value: None
raw	bool returns the direct response alongside the deserialized response Default value: False
operation_config Required	Operation configuration overrides.

Returns

Type	Description
ImagePrediction, <xref:msrest.pipeline.ClientRawResponse>	ImagePrediction or ClientRawResponse if raw=true

Exceptions

Type	Description
CustomVisionErrorException

classify_image_url_with_no_store

Classify an image url without saving the result.

classify_image_url_with_no_store(project_id, published_name, url, application=None, custom_headers=None, raw=False, **operation_config)

Parameters

Name	Description
project_id Required	str The project id.
published_name Required	str Specifies the name of the model to evaluate against.
url Required	str Url of the image.
application	str Optional. Specifies the name of application using the endpoint. Default value: None
custom_headers	dict headers that will be added to the request Default value: None
raw	bool returns the direct response alongside the deserialized response Default value: False
operation_config Required	Operation configuration overrides.

Returns

Type	Description
ImagePrediction, <xref:msrest.pipeline.ClientRawResponse>	ImagePrediction or ClientRawResponse if raw=true

Exceptions

Type	Description
CustomVisionErrorException

classify_image_with_no_store

Classify an image without saving the result.

classify_image_with_no_store(project_id, published_name, image_data, application=None, custom_headers=None, raw=False, **operation_config)

Parameters

Name	Description
project_id Required	str The project id.
published_name Required	str Specifies the name of the model to evaluate against.
image_data Required	Generator Binary image data. Supported formats are JPEG, GIF, PNG, and BMP. Supports images up to 4MB.
application	str Optional. Specifies the name of application using the endpoint. Default value: None
custom_headers	dict headers that will be added to the request Default value: None
raw	bool returns the direct response alongside the deserialized response Default value: False
operation_config Required	Operation configuration overrides.

Returns

Type	Description
ImagePrediction, <xref:msrest.pipeline.ClientRawResponse>	ImagePrediction or ClientRawResponse if raw=true

Exceptions

Type	Description
CustomVisionErrorException

close

Close the client if keep_alive is True.

close() -> None

Exceptions

Type	Description
CustomVisionErrorException

detect_image

Detect objects in an image and saves the result.

detect_image(project_id, published_name, image_data, application=None, custom_headers=None, raw=False, **operation_config)

Parameters

Name	Description
project_id Required	str The project id.
published_name Required	str Specifies the name of the model to evaluate against.
image_data Required	Generator Binary image data. Supported formats are JPEG, GIF, PNG, and BMP. Supports images up to 4MB.
application	str Optional. Specifies the name of application using the endpoint. Default value: None
custom_headers	dict headers that will be added to the request Default value: None
raw	bool returns the direct response alongside the deserialized response Default value: False
operation_config Required	Operation configuration overrides.

Returns

Type	Description
ImagePrediction, <xref:msrest.pipeline.ClientRawResponse>	ImagePrediction or ClientRawResponse if raw=true

Exceptions

Type	Description
CustomVisionErrorException

detect_image_url

Detect objects in an image url and saves the result.

detect_image_url(project_id, published_name, url, application=None, custom_headers=None, raw=False, **operation_config)

Parameters

Name	Description
project_id Required	str The project id.
published_name Required	str Specifies the name of the model to evaluate against.
url Required	str Url of the image.
application	str Optional. Specifies the name of application using the endpoint. Default value: None
custom_headers	dict headers that will be added to the request Default value: None
raw	bool returns the direct response alongside the deserialized response Default value: False
operation_config Required	Operation configuration overrides.

Returns

Type	Description
ImagePrediction, <xref:msrest.pipeline.ClientRawResponse>	ImagePrediction or ClientRawResponse if raw=true

Exceptions

Type	Description
CustomVisionErrorException

detect_image_url_with_no_store

Detect objects in an image url without saving the result.

detect_image_url_with_no_store(project_id, published_name, url, application=None, custom_headers=None, raw=False, **operation_config)

Parameters

Name	Description
project_id Required	str The project id.
published_name Required	str Specifies the name of the model to evaluate against.
url Required	str Url of the image.
application	str Optional. Specifies the name of application using the endpoint. Default value: None
custom_headers	dict headers that will be added to the request Default value: None
raw	bool returns the direct response alongside the deserialized response Default value: False
operation_config Required	Operation configuration overrides.

Returns

Type	Description
ImagePrediction, <xref:msrest.pipeline.ClientRawResponse>	ImagePrediction or ClientRawResponse if raw=true

Exceptions

Type	Description
CustomVisionErrorException

detect_image_with_no_store

Detect objects in an image without saving the result.

detect_image_with_no_store(project_id, published_name, image_data, application=None, custom_headers=None, raw=False, **operation_config)

Parameters

Name	Description
project_id Required	str The project id.
published_name Required	str Specifies the name of the model to evaluate against.
image_data Required	Generator Binary image data. Supported formats are JPEG, GIF, PNG, and BMP. Supports images up to 4MB.
application	str Optional. Specifies the name of application using the endpoint. Default value: None
custom_headers	dict headers that will be added to the request Default value: None
raw	bool returns the direct response alongside the deserialized response Default value: False
operation_config Required	Operation configuration overrides.

Returns

Type	Description
ImagePrediction, <xref:msrest.pipeline.ClientRawResponse>	ImagePrediction or ClientRawResponse if raw=true

Exceptions

Type	Description
CustomVisionErrorException