Merge pull request #223193 from PatrickFarley/cusvis-updates

[cog svcs] new api ref endpoint

Author: v-shils

articles/cognitive-services/Custom-Vision-Service/copy-move-projects.md

@@ -15,7 +15,7 @@ ms.author: pafarley
 
 After you've created and trained a Custom Vision project, you may want to copy your project to another resource. If your app or business depends on the use of a Custom Vision project, we recommend you copy your model to another Custom Vision account in another region. Then if a regional outage occurs, you can access your project in the region where it was copied.
 
-The **[ExportProject](https://southcentralus.dev.cognitive.microsoft.com/docs/services/Custom_Vision_Training_3.3/operations/5eb0bcc6548b571998fddeb3)** and **[ImportProject](https://southcentralus.dev.cognitive.microsoft.com/docs/services/Custom_Vision_Training_3.3/operations/5eb0bcc7548b571998fddee3)** APIs enable this scenario by allowing you to copy projects from one Custom Vision account into others. This guide shows you how to use these REST APIs with cURL. You can also use an HTTP request service like Postman to issue the requests.
+The **[ExportProject](https://westus2.dev.cognitive.microsoft.com/docs/services/Custom_Vision_Training_3.3/operations/5eb0bcc6548b571998fddeb3)** and **[ImportProject](https://westus2.dev.cognitive.microsoft.com/docs/services/Custom_Vision_Training_3.3/operations/5eb0bcc7548b571998fddee3)** APIs enable this scenario by allowing you to copy projects from one Custom Vision account into others. This guide shows you how to use these REST APIs with cURL. You can also use an HTTP request service like Postman to issue the requests.
 
 > [!TIP]
 > For an example of this scenario using the Python client library, see the [Move Custom Vision Project](https://github.com/Azure-Samples/custom-vision-move-project/tree/master/) repository on GitHub.
@@ -38,7 +38,7 @@ The process for copying a project consists of the following steps:
 
 ## Get the project ID
 
-First call **[GetProjects](https://southcentralus.dev.cognitive.microsoft.com/docs/services/Custom_Vision_Training_3.3/operations/5eb0bcc6548b571998fddead)** to see a list of your existing Custom Vision projects and their IDs. Use the training key and endpoint of your source account.
+First call **[GetProjects](https://westus2.dev.cognitive.microsoft.com/docs/services/Custom_Vision_Training_3.3/operations/5eb0bcc6548b571998fddead)** to see a list of your existing Custom Vision projects and their IDs. Use the training key and endpoint of your source account.
 
 ```curl
 curl -v -X GET "{endpoint}/customvision/v3.3/Training/projects"
@@ -76,7 +76,7 @@ You'll get a `200\OK` response with a list of projects and their metadata in the
 
 ## Export the project
 
-Call **[ExportProject](https://southcentralus.dev.cognitive.microsoft.com/docs/services/Custom_Vision_Training_3.3/operations/5eb0bcc6548b571998fddeb3)** using the project ID and your source training key and endpoint.
+Call **[ExportProject](https://westus2.dev.cognitive.microsoft.com/docs/services/Custom_Vision_Training_3.3/operations/5eb0bcc6548b571998fddeb3)** using the project ID and your source training key and endpoint.
 
 ```curl
 curl -v -X GET "{endpoint}/customvision/v3.3/Training/projects/{projectId}/export"
@@ -101,7 +101,7 @@ You'll get a `200/OK` response with metadata about the exported project and a re
 
 ## Import the project
 
-Call **[ImportProject](https://southcentralus.dev.cognitive.microsoft.com/docs/services/Custom_Vision_Training_3.3/operations/5eb0bcc7548b571998fddee3)** using your target training key and endpoint, along with the reference token. You can also give your project a name in its new account.
+Call **[ImportProject](https://westus2.dev.cognitive.microsoft.com/docs/services/Custom_Vision_Training_3.3/operations/5eb0bcc7548b571998fddee3)** using your target training key and endpoint, along with the reference token. You can also give your project a name in its new account.
 
 ```curl
 curl -v -G -X POST "{endpoint}/customvision/v3.3/Training/projects/import"
@@ -139,4 +139,4 @@ You'll get a `200/OK` response with metadata about your newly imported project.
 ## Next steps
 
 In this guide, you learned how to copy and move a project between Custom Vision resources. Next, explore the API reference docs to see what else you can do with Custom Vision.
-* [REST API reference documentation](https://southcentralus.dev.cognitive.microsoft.com/docs/services/Custom_Vision_Training_3.3/operations/5eb0bcc6548b571998fddeb3)
+* [REST API reference documentation](/rest/api/custom-vision/)

articles/cognitive-services/Custom-Vision-Service/faq.yml

@@ -73,7 +73,7 @@ sections:
       - question: | 
           Can training images be exported with the tags that were added in the Custom Vision portal?
         answer: |
-          Yes, you can use the [GetImages API](https://southcentralus.dev.cognitive.microsoft.com/docs/services/Custom_Vision_Training_3.3/operations/5eb0bcc6548b571998fddeb4) to export with tags.
+          Yes, you can use the [GetImages API](https://westus2.dev.cognitive.microsoft.com/docs/services/Custom_Vision_Training_3.3/operations/5eb0bcc6548b571998fddeb4) to export with tags.
 
       - question: |
           I'm getting the message, `Can't train just yet. Reserved budget in hours is not enough to do advanced training`. What should I do? 

articles/cognitive-services/Custom-Vision-Service/includes/quickstarts/rest-tutorial.md

@@ -42,7 +42,7 @@ Copy the command to a text editor and make the following changes:
 * Replace `{endpoint}` with the endpoint that corresponds to your key.
    [!INCLUDE [subdomains-note](../../../../../includes/cognitive-services-custom-subdomains-note.md)]
 * Replace `{name}` with the name of your project.
-* Optionally set other URL parameters to configure what type of model your project will use. See the [CreatProject API](https://southcentralus.dev.cognitive.microsoft.com/docs/services/Custom_Vision_Training_3.3/operations/5eb0bcc6548b571998fddeae) for options.
+* Optionally set other URL parameters to configure what type of model your project will use. See the [CreatProject API](https://westus2.dev.cognitive.microsoft.com/docs/services/Custom_Vision_Training_3.3/operations/5eb0bcc6548b571998fddeae) for options.
 
 You'll receive a JSON response like the following. Save the `"id"` value of your project to a temporary location.
 
@@ -99,7 +99,7 @@ You'll get a JSON response like the following. Save the `"id"` value of each tag
 
 Next, download the sample images for this project. Save the contents of the [sample Images folder](https://github.com/Azure-Samples/cognitive-services-sample-data-files/tree/master/CustomVision/ImageClassification/Images) to your local device.
 
-Use the following command to upload the images and apply tags; once for the "Hemlock" images, and separately for the "Japanese Cherry" images. See the [Create Images From Data](https://southcentralus.dev.cognitive.microsoft.com/docs/services/Custom_Vision_Training_3.3/operations/5eb0bcc6548b571998fddeb5) API for more options.
+Use the following command to upload the images and apply tags; once for the "Hemlock" images, and separately for the "Japanese Cherry" images. See the [Create Images From Data](https://westus2.dev.cognitive.microsoft.com/docs/services/Custom_Vision_Training_3.3/operations/5eb0bcc6548b571998fddeb5) API for more options.
 
 :::code language="shell" source="~/cognitive-services-quickstart-code/curl/custom-vision/image-classifier.sh" ID="uploadimages":::
 
@@ -118,7 +118,7 @@ This method trains the model on the tagged images you've uploaded and returns an
 * Replace `{projectId}` with your own project ID.
 * Replace `{tagArray}` with the ID of a tag.
 * Then, populate the body of the request with the binary data of the images you want to tag.
-* Optionally use other URL parameters. See the [Train Project](https://southcentralus.dev.cognitive.microsoft.com/docs/services/Custom_Vision_Training_3.3/operations/5eb0bcc7548b571998fddee1) API for options.
+* Optionally use other URL parameters. See the [Train Project](https://westus2.dev.cognitive.microsoft.com/docs/services/Custom_Vision_Training_3.3/operations/5eb0bcc7548b571998fddee1) API for options.
 
 > [!TIP]
 > Train with selected tags
@@ -168,7 +168,7 @@ This method makes the current iteration of the model available for querying. You
 * Replace `{iterationId}` with the ID returned in the previous step.
 * Replace `{publishedName}` with the name you'd like to assign to your prediction model.
 * Replace `{predictionId}` with your own prediction resource ID. You can find the prediction resource ID on the resource's **Properties** tab in the Azure portal, listed as **Resource ID**.
-* Optionally use other URL parameters. See the [Publish Iteration](https://southcentralus.dev.cognitive.microsoft.com/docs/services/Custom_Vision_Training_3.3/operations/5eb0bcc7548b571998fdded5) API.
+* Optionally use other URL parameters. See the [Publish Iteration](https://westus2.dev.cognitive.microsoft.com/docs/services/Custom_Vision_Training_3.3/operations/5eb0bcc7548b571998fdded5) API.
 
 ## Test the prediction endpoint
 
@@ -180,7 +180,7 @@ Finally, use this command to test your trained model by uploading a new image fo
 * Replace `{projectId}` with your own project ID.
 * Replace `{publishedName}` with the name you used in the previous step.
 * Add the binary data of your local image to the request body.
-* Optionally use other URL parameters. See the [Classify Image](https://southcentralus.dev.cognitive.microsoft.com/docs/services/Custom_Vision_Prediction_3.1/operations/5eb37d24548b571998fde5f3) API.
+* Optionally use other URL parameters. See the [Classify Image](https://westus2.dev.cognitive.microsoft.com/docs/services/Custom_Vision_Prediction_3.1/operations/5eb37d24548b571998fde5f3) API.
 
 The returned JSON response will list each of the tags that the model applied to your image, along with probability scores for each tag. 
 
@@ -217,5 +217,5 @@ Now you've done every step of the image classification process using the REST AP
 > [Test and retrain a model](../../test-your-model.md)
 
 * [What is Custom Vision?](../../overview.md)
-* [API reference documentation (training)](/dotnet/api/overview/azure/custom-vision)
-* [API reference documentation (prediction)](https://southcentralus.dev.cognitive.microsoft.com/docs/services/Custom_Vision_Training_3.3/operations/5eb0bcc6548b571998fddeae)
+* [API reference documentation (training)](/dotnet/api/overview/azure/cognitiveservices/client/customvision)
+* [API reference documentation (prediction)](https://westus2.dev.cognitive.microsoft.com/docs/services/Custom_Vision_Training_3.3/operations/5eb0bcc6548b571998fddeae)

articles/cognitive-services/Custom-Vision-Service/release-notes.md

@@ -106,6 +106,6 @@ Bug fixes, including for ONNX export with special characters.
 
 - Export to Android (TensorFlow) added, in addition to previously released export to iOS (CoreML.) This allows export of a trained compact model to be run offline in an application.
 - Added Retail and Landmark "compact" domains to enable model export for these domains.
-- Released version [1.2 Training API](https://southcentralus.dev.cognitive.microsoft.com/docs/services/f2d62aa3b93843d79e948fe87fa89554/operations/5a3044ee08fa5e06b890f11f) and [1.1 Prediction API](https://southcentralus.dev.cognitive.microsoft.com/docs/services/57982f59b5964e36841e22dfbfe78fc1/operations/5a3044f608fa5e06b890f164). Updated APIs support model export, new Prediction operation that does not save images to "Predictions," and introduced batch operations to the Training API.
+- Released version [1.2 Training API](https://westus2.dev.cognitive.microsoft.com/docs/services/f2d62aa3b93843d79e948fe87fa89554/operations/5a3044ee08fa5e06b890f11f) and [1.1 Prediction API](https://westus2.dev.cognitive.microsoft.com/docs/services/57982f59b5964e36841e22dfbfe78fc1/operations/5a3044f608fa5e06b890f164). Updated APIs support model export, new Prediction operation that does not save images to "Predictions," and introduced batch operations to the Training API.
 - UX tweaks, including the ability to see which domain was used to train an iteration.
 - Updated [C# SDK and sample](https://github.com/Microsoft/Cognitive-CustomVision-Windows).

articles/cognitive-services/Custom-Vision-Service/storage-integration.md

@@ -58,7 +58,7 @@ Now that you have the integration URLs, you can create a new Custom Vision proje
 
 ### Create new project
 
-When you call the [CreateProject](https://southcentralus.dev.cognitive.microsoft.com/docs/services/Custom_Vision_Training_3.3/operations/5eb0bcc6548b571998fddeae) API, add the optional parameters _exportModelContainerUri_ and _notificationQueueUri_. Assign the URL values you got in the previous section. 
+When you call the [CreateProject](https://westus2.dev.cognitive.microsoft.com/docs/services/Custom_Vision_Training_3.3/operations/5eb0bcc6548b571998fddeae) API, add the optional parameters _exportModelContainerUri_ and _notificationQueueUri_. Assign the URL values you got in the previous section. 
 
 ```curl
 curl -v -X POST "{endpoint}/customvision/v3.3/Training/projects?exportModelContainerUri={inputUri}&notificationQueueUri={inputUri}&name={inputName}"
@@ -96,7 +96,7 @@ If you receive a `200/OK` response, that means the URLs have been set up success
 
 ### Update existing project
 
-To update an existing project with Azure storage feature integration, call the [UpdateProject](https://southcentralus.dev.cognitive.microsoft.com/docs/services/Custom_Vision_Training_3.3/operations/5eb0bcc6548b571998fddeb1) API, using the ID of the project you want to update. 
+To update an existing project with Azure storage feature integration, call the [UpdateProject](https://westus2.dev.cognitive.microsoft.com/docs/services/Custom_Vision_Training_3.3/operations/5eb0bcc6548b571998fddeb1) API, using the ID of the project you want to update. 
 
 ```curl
 curl -v -X PATCH "{endpoint}/customvision/v3.3/Training/projects/{projectId}"
@@ -152,7 +152,7 @@ In your notification queue, you should see a test notification in the following
 
 ## Get event notifications
 
-When you're ready, call the [TrainProject](https://southcentralus.dev.cognitive.microsoft.com/docs/services/Custom_Vision_Training_3.3/operations/5eb0bcc7548b571998fddee1) API on your project to do an ordinary training operation.
+When you're ready, call the [TrainProject](https://westus2.dev.cognitive.microsoft.com/docs/services/Custom_Vision_Training_3.3/operations/5eb0bcc7548b571998fddee1) API on your project to do an ordinary training operation.
 
 In your Storage notification queue, you'll receive a notification once training finishes:
 
@@ -173,7 +173,7 @@ The `"trainingStatus"` field may be either `"TrainingCompleted"` or `"TrainingFa
 
 ## Get model export backups
 
-When you're ready, call the [ExportIteration](https://southcentralus.dev.cognitive.microsoft.com/docs/services/Custom_Vision_Training_3.3/operations/5eb0bcc6548b571998fddece) API to export a trained model into a specified platform.
+When you're ready, call the [ExportIteration](https://westus2.dev.cognitive.microsoft.com/docs/services/Custom_Vision_Training_3.3/operations/5eb0bcc6548b571998fddece) API to export a trained model into a specified platform.
 
 In your designated storage container, a backup copy of the exported model will appear. The blob name will have the format:
 
@@ -202,5 +202,5 @@ The `"exportStatus"` field may be either `"ExportCompleted"` or `"ExportFailed"`
 ## Next steps
 
 In this guide, you learned how to copy and back up a project between Custom Vision resources. Next, explore the API reference docs to see what else you can do with Custom Vision.
-* [REST API reference documentation (training)](https://southcentralus.dev.cognitive.microsoft.com/docs/services/Custom_Vision_Training_3.3/operations/5eb0bcc6548b571998fddeb3)
-* [REST API reference documentation (prediction)](https://southcentralus.dev.cognitive.microsoft.com/docs/services/Custom_Vision_Prediction_3.1/operations/5eb37d24548b571998fde5f3)
+* [REST API reference documentation (training)](https://westus2.dev.cognitive.microsoft.com/docs/services/Custom_Vision_Training_3.3/operations/5eb0bcc6548b571998fddeb3)
+* [REST API reference documentation (prediction)](https://westus2.dev.cognitive.microsoft.com/docs/services/Custom_Vision_Prediction_3.1/operations/5eb37d24548b571998fde5f3)

articles/cognitive-services/Custom-Vision-Service/toc.yml

@@ -85,9 +85,9 @@ items:
 - name: Reference
   items:
   - name: Custom Vision Training API  
-    href: https://go.microsoft.com/fwlink/?linkid=865446
+    href: https://westus2.dev.cognitive.microsoft.com/docs/services/Custom_Vision_Training_3.3
   - name: Custom Vision Prediction API 
-    href: https://go.microsoft.com/fwlink/?linkid=865445
+    href: https://westus2.dev.cognitive.microsoft.com/docs/services/Custom_Vision_Prediction_3.1
   - name: SDKs
     items:
     - name: .NET