azure-cognitiveservices-vision-customvision 3.1.0

Description:

azurecognitiveservicesvisioncustomvision 3.1.0

Microsoft Azure SDK for Python
This is the Microsoft Azure Custom Vision Client Library.
This package has been tested with Python 2.7, 3.5, 3.6, 3.7 and 3.8.
For a more complete view of Azure libraries, see the azure sdk python release.
Usage
For code examples, see Custom Vision
on docs.microsoft.com.
Provide Feedback
If you encounter any bugs or have suggestions, please file an issue in the
Issues
section of the project.

Release History
3.1.0 (2020-11-10)
Training 3.4-preview
Features

Support for 3.4-preview API version.

3.0.0 (2020-06-22)
Training 3.3
Features

Model ImageUrlCreateBatch has a new parameter metadata
Model ImageIdCreateBatch has a new parameter metadata
Model Prediction has a new parameter tag_type
Model ImageFileCreateBatch has a new parameter metadata
Model Image has a new parameter metadata
Added operation get_images
Added operation update_image_metadata
Added operation get_artifact
Added operation get_image_count

Breaking changes

Operation import_project has a new signature
Operation publish_iteration has a new signature
Operation create_images_from_files has a new signature
Operation create_images_from_urls has a new signature
Operation create_images_from_predictions has a new signature

Prediction 3.1
Features

Model Prediction has a new parameter tag_type

2.0.0 (2020-05-14)
Features

Model Iteration has a new parameter training_time_in_minutes
Model ProjectSettings has a new parameter image_processing_settings
Model ProjectSettings has a new parameter detection_parameters
Model ProjectSettings has a new parameter use_negative_set
Model Project has a new parameter status
Added operation CustomVisionPredictionClientOperationsMixin.detect_image_with_no_store
Added operation CustomVisionPredictionClientOperationsMixin.detect_image_url
Added operation CustomVisionPredictionClientOperationsMixin.classify_image_url
Added operation CustomVisionPredictionClientOperationsMixin.detect_image_url_with_no_store
Added operation CustomVisionPredictionClientOperationsMixin.classify_image_url_with_no_store
Added operation CustomVisionPredictionClientOperationsMixin.classify_image_with_no_store
Added operation CustomVisionPredictionClientOperationsMixin.classify_image
Added operation CustomVisionPredictionClientOperationsMixin.detect_image
Added operation group CustomVisionTrainingClientOperationsMixin

Breaking changes

Credentials are now longer a simple string, but a msrest.authentication.ApiKeyCredentials instance instead

General Breaking changes
This version uses a next-generation code generator that might
introduce breaking changes if from some import. In summary, some modules
were incorrectly visible/importable and have been renamed. This fixed
several issues caused by usage of classes that were not supposed to be
used in the first place.

CustomVisionPredictionClient cannot be imported from azure.cognitiveservices.vision.customvision.prediction.custom_vision_prediction_client
anymore (import from azure.cognitiveservices.vision.customvision.prediction works like before)
CustomVisionPredictionClientConfiguration import has been moved from
azure.cognitiveservices.vision.customvision.prediction.custom_vision_prediction_client to azure.cognitiveservices.vision.customvision.prediction
A model MyClass from a "models" sub-module cannot be imported
anymore using azure.cognitiveservices.vision.customvision.prediction.models.my_class (import from
azure.cognitiveservices.vision.customvision.prediction.models works like before)
An operation class MyClassOperations from an operations
sub-module cannot be imported anymore using
azure.cognitiveservices.vision.customvision.operations.prediction.my_class_operations (import
from azure.cognitiveservices.vision.customvision.prediction.operations works like before)
CustomVisionTrainingClient cannot be imported from azure.cognitiveservices.vision.customvision.training.custom_vision_training_client
anymore (import from azure.cognitiveservices.vision.customvision.training works like before)
CustomVisionTrainingClientConfiguration import has been moved from
azure.cognitiveservices.vision.customvision.training.custom_vision_training_client to azure.cognitiveservices.vision.customvision.training
A model MyClass from a "models" sub-module cannot be imported
anymore using azure.cognitiveservices.vision.customvision.training.models.my_class (import from
azure.cognitiveservices.vision.customvision.training.models works like before)
An operation class MyClassOperations from an operations
sub-module cannot be imported anymore using
azure.cognitiveservices.vision.customvision.operations.training.my_class_operations (import
from azure.cognitiveservices.vision.customvision.training.operations works like before)

Last but not least, HTTP connection pooling is now enabled by default.
You should always use a client as a context manager, or call close(), or
use no more than one client per process.
1.0.0 (2019-03-22)
This is a stable release of the Cognitive Services Custom Vision SDK.
Training

Added an advanced training option to set a budget to train longer
for improved iteration performance.
Added additional export options targetting Vision AI Dev Kit and
Docker ARM for Raspberry Pi.

Prediction

PredictImage and PredictImageUrl have been replaced with project
type specific calls. ClassifyImage and ClassifyImageUrl for image
classification projects. DetectImage and DetectImageUrl for object
detection projects .
Prediction methods now take a name to designate which published
iteration to use. Iterations can be published using the Custom
Vision Training SDK.

0.4.0 (2018-11-13)

The API client name was changed from TrainingAPI to
CustomVisionTrainingClient, in keeping with other Azure SDKs.
The way the Azure region is specfied has changed. Specifically, the
AzureRegion property was dropped in favor of an Endpoint property.
If you were previously specifying an AzureRegion value, you should
now specify
Endpoint=https://{AzureRegion}.api.cognitive.microsoft.com
instead. This change ensures better global coverage.
Added ONNX 1.2 as an export option
Added negative tag support.

0.3.0 (2018-07-12)
Features

Added ability to create Multilabel or Multiclass image
classification projects
Fixes and improvements to Docker container export and export
pipeline to know when a newer version is available

0.2.0 (2018-05-07)
Breaking changes

Expect many breaking changes. As a preview package, we don't detail,
but updated samples are available at:cognitive-services-python-sdk-samples

Features

Adding support for object detection projects and expanded export
functionality for image classification projects
Client class can be used as a context manager to keep the underlying
HTTP session open for performance

Bugfixes

Compatibility of the sdist with wheel 0.31.0

Internal API version moved from 1.2 to 2.0
0.1.0 (2018-04-05)

Initial Release