Merge pull request #209869 from Juliako/patch-18

Update release-notes.md

Author: tamarakhader

articles/azure-video-indexer/observed-people-featured-clothing.md

@@ -2,16 +2,20 @@
 title: People's featured clothing
 description: This article gives an overview of featured clothing images appearing in a video.
 ms.topic: conceptual
-ms.date: 11/15/2021
+ms.date: 08/30/2022
 ms.author: juliako
 ---
 
 # People's featured clothing (preview)
 
-Azure Video Indexer enables you to get data on the featured clothing of an observed person. The people's featured clothing feature, helps to enable the following scenarios: 
+When indexing a video using Azure Video Indexer advanced video settings, you can view the featured clothing of an observed person. The featured clothing insight provides the following information: key items worn by individuals within a video and the specific time in which the clothing appears. 
 
-- Ads placement - using the featured clothing insight information, you can enable more targeted ads placement.  
-- Video summarization - you can create a summary of the most interesting outfits appearing in the video. 
+This insight enables scenarios like 
+
+* Placing more targeted ads
+* Creating a summary of the most interesting outfits appearing in the video
+
+The article discusses how to view the featured clothing insight and how the featured clothing images are ranked.
 
 ## Viewing featured clothing
 

articles/azure-video-indexer/release-notes.md

@@ -41,11 +41,26 @@ In order to upload a video from a URL, change your code to send nu
 var uploadRequestResult = await client.PostAsync($"{apiUrl}/{accountInfo.Location}/Accounts/{accountInfo.Id}/Videos?{queryParams}", null);
 ```
 
-## July 2022 release updates
+## August 2022  release updates
+
+### Update topic inferencing model 
+
+Azure Video Indexer topic inferencing model was updated and now we extract more than 6.5 million topics (for example, covering topics such as Covid virus). To benefit from recent model updates you need to re-index your video files. 
+
+### Topic inferencing model is now available on Azure Government 
+
+You can now leverage topic inferencing model in your Azure Video Indexer paid account on [Azure Government](../azure-government/documentation-government-welcome.md) in Virginia and Arizona regions. With this release we completed the AI parity between Azure global and Azure Government. 
+To benefit from the model updates you need to re-index your video files. 
+
+### Session length is now 30 days in the Azure Video Indexer website
+
+The [Azure Video Indexer website](https://vi.microsoft.com) session length was extended to 30 days. You can preserve your session without having to re-login every 1 hour.
+
+## July 2022
 
 ### Featured clothing insight (preview)
 
-You can now view the featured clothing of an observed person, when indexing a video using Azure Video Indexer advanced video settings. With the new featured clothing insight information, you can enable more targeted ads placement. 
+When indexing a video using Azure Video Indexer advanced video settings, you can view the featured clothing of an observed person. The featured clothing insight provides information of key items worn by individuals within a video and the specific time in which the clothing appears. Based on this insight, you can enable more targeted ads placement.
 
 For details on how featured clothing images are ranked and how to view this insight, see [observed people featured clothing](observed-people-featured-clothing.md).