Merge branch 'main' of https://github.com/MicrosoftDocs/azure-docs-pr into stv1mc

Author: dlepow

.openpublishing.redirection.json

@@ -4554,6 +4554,21 @@
       "source_path_from_root": "/articles/virtual-network/tutorial-restrict-network-access-to-resources-powershell.md",
       "redirect_url": "/azure/virtual-network/tutorial-restrict-network-access-to-resources",
       "redirect_document_id": false
+    },
+    {
+      "source_path_from_root": "/articles/virtual-network/how-to-create-encryption-portal.md",
+      "redirect_url": "/azure/virtual-network/how-to-create-encryption",
+      "redirect_document_id": false
+    },
+    {
+      "source_path_from_root": "/articles/virtual-network/how-to-create-encryption-powershell.md",
+      "redirect_url": "/azure/virtual-network/how-to-create-encryption",
+      "redirect_document_id": false
+    },
+    {
+      "source_path_from_root": "/articles/virtual-network/how-to-create-encryption-cli.md",
+      "redirect_url": "/azure/virtual-network/how-to-create-encryption",
+      "redirect_document_id": false
     }
   ]
 }

.openpublishing.redirection.sentinel.json

@@ -1,5 +1,10 @@
 {
     "redirections": [
+        {
+            "source_path": "articles/sentinel/notebooks-troubleshoot.md",
+            "redirect_url": "/azure/sentinel/notebooks-hunt",
+            "redirect_document_id": true
+        },
         {
             "source_path": "articles/sentinel/detect-threats-built-in.md#use-analytics-rule-templates",
             "redirect_url": "/azure/sentinel/create-analytics-rule-from-template",

CODEOWNERS

@@ -15,3 +15,7 @@
 /articles/mariadb @tynevi @thomps23
 /articles/mysql @tynevi @thomps23
 /articles/managed-instance-apache-cassandra @tynevi @thomps23
+/articles/virtual-machines @jasonwhowell @thomps23
+/articles/virtual-machines-scale-set @jasonwhowell @thomps23
+/articles/container-instances @jasonwhowell @thomps23
+/articles/service-fabric @jasonwhowell @thomps23

articles/ai-services/computer-vision/how-to/specify-detection-model.md

@@ -37,13 +37,19 @@ You should be familiar with the concept of AI face detection. If you aren't, see
 
 The different face detection models are optimized for different tasks. See the following table for an overview of the differences.
 
-
-| Model | Description | Performance notes   | Attributes  | Landmarks |
-|---------|------------|-------------------|-------------|--|
-|**detection_01** | Default choice for all face detection operations. | Not optimized for small, side-view, or blurry faces.                                                     | Returns main face attributes (head pose, glasses, and so on) if they're specified in the detect call. | Returns face landmarks if they're specified in the detect call. |
-|**detection_02** | Released in May 2019 and available optionally in all face detection operations.   | Improved accuracy on small, side-view, and blurry faces.  | Doesn't return face attributes. | Doesn't return face landmarks.     |
-|**detection_03** | Released in February 2021 and available optionally in all face detection operations.                   | Further improved accuracy, including on smaller faces (64x64 pixels) and rotated face orientations.       | Returns mask, blur, and head pose attributes if they're specified in the detect call. | Returns face landmarks if they're specified in the detect call. |
-
+| Model | Description | Performance notes | Landmarks |
+|-------|-------------|-------------------|-----------|
+|**detection_01** | Default choice for all face detection operations. | Not optimized for small, side-view, or blurry faces. | Returns face landmarks if they're specified in the detect call. |
+|**detection_02** | Released in May 2019 and available optionally in all face detection operations. | Improved accuracy on small, side-view, and blurry faces. | Doesn't return face landmarks. |
+|**detection_03** | Released in February 2021 and available optionally in all face detection operations. | Further improved accuracy, including on smaller faces (64x64 pixels) and rotated face orientations. | Returns face landmarks if they're specified in the detect call. |
+
+Attributes are a set of features that can optionally be detected if they're specified in the detect call:
+
+| Model | accessories | blur | exposure | glasses | headPose | mask | noise | occlusion | qualityForRecognition |
+|-------|:-----------:|:----:|:--------:|:-------:|:--------:|:----:|:-----:|:---------:|:---------------------:|
+|**detection_01** | ✔️ | ✔️ | ✔️ | ✔️ | ✔️ | | ✔️ | ✔️ | ✔️ (for recognition_03 or 04) |
+|**detection_02** | | | | | | | | | |
+|**detection_03** | | ✔️ | ✔️ | ✔️ | ✔️ | ✔️ | | ✔️ | ✔️ (for recognition_03 or 04) |
 
 The best way to compare the performances of the detection models is to use them on a sample dataset. We recommend calling the [Detect] API on a variety of images, especially images of many faces or of faces that are difficult to see, using each detection model. Pay attention to the number of faces that each model returns.
 

articles/ai-services/computer-vision/whats-new.md

@@ -18,6 +18,18 @@ ms.author: pafarley
 
 Learn what's new in Azure AI Vision. Check this page to stay up to date with new features, enhancements, fixes, and documentation updates. 
 
+## August 2024
+
+### New detectable Face attributes
+
+The glasses, occlusion, blur, and exposure attributes are available with the latest Detection 03 model. See [Specify a face detection model](./how-to/specify-detection-model.md) for more details.
+
+## May 2024
+
+### New Face SDK 1.0.0-beta.1 (breaking changes)
+
+The Face SDK was rewritten in version 1.0.0-beta.1 to better meet the guidelines and design principles of Azure SDKs. C#, Python, Java, and JavaScript are the supported languages. Follow the [QuickStart](./quickstarts-sdk/identity-client-library.md) to get started.
+
 ## February 2024
 
 #### Multimodal embeddings GA: new multi-language model

articles/ai-services/openai/concepts/models.md

@@ -228,7 +228,8 @@ For more information on Provisioned deployments, see our [Provisioned guidance](
 The following models support global batch:
 
 | Model | Version | Input format |
-|---|---|
+|---|---|---|
+|`gpt-4o-mini`| 2024-07-18 | text + image |
 |`gpt-4o` | 2024-05-13 |text + image |
 |`gpt-4` | turbo-2024-04-09 | text |
 |`gpt-4` | 0613 | text |