acrolinx

Author: PatrickFarley

articles/ai-services/computer-vision/includes/how-to-guides/analyze-image-40-python.md

@@ -10,10 +10,10 @@ ms.author: pafarley
 
 ## Prerequisites
 
-This guide assumes you have followed the steps mentioned in the [quickstart](/azure/ai-services/computer-vision/quickstarts-sdk/image-analysis-client-library-40). This means:
+This guide assumes you've followed the steps of the [quickstart](/azure/ai-services/computer-vision/quickstarts-sdk/image-analysis-client-library-40). This means:
 
-* You have <a href="https://portal.azure.com/#create/Microsoft.CognitiveServicesComputerVision"  title="created a Computer Vision resource"  target="_blank">created a Computer Vision resource </a> and obtained a key and endpoint URL.
-* You have the appropriate SDK package installed and you have a running [quickstart](/azure/ai-services/computer-vision/quickstarts-sdk/image-analysis-client-library-40) application. You can modify this quickstart application based on the code examples here.
+* You've <a href="https://portal.azure.com/#create/Microsoft.CognitiveServicesComputerVision"  title="Created a Computer Vision resource"  target="_blank">created a Computer Vision resource </a> and obtained a key and endpoint URL.
+* You've installed the appropriate SDK package and have a working [quickstart](/azure/ai-services/computer-vision/quickstarts-sdk/image-analysis-client-library-40) application. You can modify this quickstart application based on the code examples here.
 
 ## Create and authenticate the client
 
@@ -27,7 +27,7 @@ To authenticate against the Image Analysis service, you need a Computer Vision k
 
 Start by creating an [ImageAnalysisClient](/python/api/azure-ai-vision-imageanalysis/azure.ai.vision.imageanalysis.imageanalysisclient) object using one of the constructors. For example:
 
-[!code-python[](~/cognitive-services-quickstart-code/python/ComputerVision/4-0/how-to.py?name=snippet_client)]
+[!Code-python[](~/cognitive-services-quickstart-code/python/ComputerVision/4-0/how-to.py?name=snippet_client)]
 
 
 ## Select the image to analyze
@@ -38,14 +38,14 @@ You can select an image by providing a publicly accessible image URL, or by read
 
 You can use the following sample image URL.
 
-[!code-python[](~/cognitive-services-quickstart-code/python/ComputerVision/4-0/how-to.py?name=snippet_url)]
+[!Code-python[](~/cognitive-services-quickstart-code/python/ComputerVision/4-0/how-to.py?name=snippet_url)]
 
 
 ### Image buffer
 
 Alternatively, you can pass in the image as [bytes](https://docs.python.org/3/library/stdtypes.html#bytes-objects) object. For example, read from a local image file you want to analyze.
 
-[!code-python[](~/cognitive-services-quickstart-code/python/ComputerVision/4-0/how-to.py?name=snippet_file)]
+[!Code-python[](~/cognitive-services-quickstart-code/python/ComputerVision/4-0/how-to.py?name=snippet_file)]
 
 ## Select visual features
 
@@ -54,7 +54,7 @@ The Analysis 4.0 API gives you access to all of the service's image analysis fea
 > [!IMPORTANT]
 > The visual features [Captions](/java/api/com.azure.ai.vision.imageanalysis.models.visualfeatures#com-azure-ai-vision-imageanalysis-models-visualfeatures-caption) and [DenseCaptions](/java/api/com.azure.ai.vision.imageanalysis.models.visualfeatures#com-azure-ai-vision-imageanalysis-models-visualfeatures-dense-captions) are only supported in the following Azure regions: East US, France Central, Korea Central, North Europe, Southeast Asia, West Europe, West US.
 
-[!code-python[](~/cognitive-services-quickstart-code/python/ComputerVision/4-0/how-to.py?name=snippet_features)]
+[!Code-python[](~/cognitive-services-quickstart-code/python/ComputerVision/4-0/how-to.py?name=snippet_features)]
 
 <!--
 ### Set model name when using a custom model
@@ -68,9 +68,9 @@ To use a custom model, create the [ImageAnalysisOptions](/python/api/azure-ai-vi
 
 ## Call the analyze_from_url method with options
 
-The following code calls the [analyze_from_url](/python/api/azure-ai-vision-imageanalysis/azure.ai.vision.imageanalysis.imageanalysisclient#azure-ai-vision-imageanalysis-imageanalysisclient-analyzefromurl) method on the client with the features you selected above and additional options, defined below. To analyze from an image buffer instead of URL, call the method [analyze](/python/api/azure-ai-vision-imageanalysis/azure.ai.vision.imageanalysis.imageanalysisclient#azure-ai-vision-imageanalysis-imageanalysisclient-analyze) instead, with `image_data=image_data` as the first argument.
+The following code calls the [analyze_from_url](/python/api/azure-ai-vision-imageanalysis/azure.ai.vision.imageanalysis.imageanalysisclient#azure-ai-vision-imageanalysis-imageanalysisclient-analyzefromurl) method on the client with the features you selected above and other options, defined below. To analyze from an image buffer instead of URL, call the method [analyze](/python/api/azure-ai-vision-imageanalysis/azure.ai.vision.imageanalysis.imageanalysisclient#azure-ai-vision-imageanalysis-imageanalysisclient-analyze) instead, with `image_data=image_data` as the first argument.
 
-[!code-python[](~/cognitive-services-quickstart-code/python/ComputerVision/4-0/how-to.py?name=snippet_call)]
+[!Code-python[](~/cognitive-services-quickstart-code/python/ComputerVision/4-0/how-to.py?name=snippet_call)]
 
 ### Select smart cropping aspect ratios
 
@@ -90,7 +90,7 @@ You can specify the language of the returned data. The language is optional, wit
 
 The following code shows you how to parse the results from the **analyze_from_url** or **analyze** operations.
 
-[!code-python[](~/cognitive-services-quickstart-code/python/ComputerVision/4-0/how-to.py?name=snippet_result)]
+[!Code-python[](~/cognitive-services-quickstart-code/python/ComputerVision/4-0/how-to.py?name=snippet_result)]
 
 
 <!--
@@ -127,7 +127,7 @@ Reason: PermissionDenied
 Message: Access denied due to invalid subscription key or wrong API endpoint. Make sure to provide a valid key for an active subscription and use a correct regional API endpoint for your resource.
 ```
 
-Or when you provide an image URL that does not exist or not accessible:
+Or when you provide an image URL that doesn't exist or is not accessible:
 ```
 Status code: 400
 Reason: Bad Request
@@ -164,7 +164,7 @@ handler.setFormatter(formatter)
 
 <!-- END SNIPPET -->
 
-By default logs redact the values of URL query strings, the values of some HTTP request and response headers (including `Ocp-Apim-Subscription-Key` which holds the key), and the request and response payloads. To create logs without redaction, set the method argument `logging_enable = True` when you create `ImageAnalysisClient`, or when you call `analyze` on the client. 
+By default logs redact the values of URL query strings, the values of some HTTP request and response headers (including `Ocp-Apim-Subscription-Key`, which holds the key), and the request and response payloads. To create logs without redaction, set the method argument `logging_enable = True` when you create `ImageAnalysisClient`, or when you call `analyze` on the client. 
 
 <!-- SNIPPET:sample_analyze_all_image_file.create_client_with_logging -->
 

articles/ai-services/content-safety/overview.md

@@ -112,11 +112,11 @@ For more information, see [Language support](/azure/ai-services/content-safety/l
 
 To use the Content Safety APIs, you must create your Azure AI Content Safety resource in the supported regions. Currently, the Content Safety features are available in the following Azure regions: 
 
-| Region | Moderation APIs | Prompt Shields |  Protected material<br>detection | Groundedness<br>detection | Incident response | Blocklists |
-|---|---|---|---|---|---|--|
+|Region | Moderation APIs | Prompt Shields |  Protected material<br>detection | Groundedness<br>detection | Incident response | Blocklists |
+|---|---|---|---|---|---|---|
 | East US | ✅ | ✅| ✅ |✅ |✅ |✅ |
 | East US 2 | ✅ | | | ✅ | | |
-| West US | | | | | ✅ | | |
+| West US | | | | | ✅ | |
 | West US 2 | ✅ | | | | | |
 | Central US | ✅ | | | | | |
 | North Central US | ✅ | | | | | |