Merge pull request #230134 from PatrickFarley/comvis-4

[cog svcs] Comvis 4

Author: v-stsavell

articles/cognitive-services/Computer-vision/concept-background-removal.md

@@ -54,7 +54,7 @@ It's important to note the limitations of background removal:
 
 ## Use the API
 
-The background removal feature is available through the [Image Analysis - Segment](https://aka.ms/vision-4-0-ref) API (`imageanalysis:segment`). You can call this API through REST calls. See the [Background removal how-to guide](./how-to/background-removal.md) for more information.
+The background removal feature is available through the [Segment](https://centraluseuap.dev.cognitive.microsoft.com/docs/services/unified-vision-apis-public-preview-2023-02-01-preview/operations/63e6b6d9217d201194bbecbd) API (`imageanalysis:segment`). You can call this API through REST calls. See the [Background removal how-to guide](./how-to/background-removal.md) for more information.
 
 ## Next steps
 

articles/cognitive-services/Computer-vision/how-to/background-removal.md

@@ -1,7 +1,7 @@
 ---
 title: Remove the background in images
 titleSuffix: Azure Cognitive Services
-description: Learn how to call the Image Analysis - Segment API to isolate and remove the background from images.
+description: Learn how to call the Segment API to isolate and remove the background from images.
 services: cognitive-services
 manager: nitinme
 
@@ -23,7 +23,7 @@ This guide assumes you've already [created a Computer Vision resource](https://p
 
 ## Submit data to the service
 
-When calling the **Image Analysis - Segment** API,  you specify the image's URL by formatting the request body like this: `{"url":"https://learn.microsoft.com/azure/cognitive-services/computer-vision/images/windows-kitchen.jpg"}`.
+When calling the **[Segment](https://centraluseuap.dev.cognitive.microsoft.com/docs/services/unified-vision-apis-public-preview-2023-02-01-preview/operations/63e6b6d9217d201194bbecbd )** API,  you specify the image's URL by formatting the request body like this: `{"url":"https://docs.microsoft.com/azure/cognitive-services/computer-vision/images/windows-kitchen.jpg"}`.
 
 To analyze a local image, you'd put the binary image data in the HTTP request body.
 

articles/cognitive-services/Computer-vision/toc.yml

@@ -108,8 +108,26 @@ items:
       href: quickstarts-sdk/image-analysis-client-library-40.md
     - name: Version 3.2 quickstart
       href: quickstarts-sdk/image-analysis-client-library.md
-  - name: Samples  
-    href: /samples/browse/?products=azure&terms=analyze-image
+  - name: Samples
+    items:
+    - name: Version 4.0 (preview)
+      items:
+      - name: Azure Image Analysis samples
+        href: https://github.com/Azure-Samples/azure-ai-vision-sdk/tree/main/samples
+    - name: Version 3.2
+      items:
+      - name: Cognitive Services .NET SDK samples
+        href: https://github.com/Azure-Samples/cognitive-services-dotnet-sdk-samples
+      - name: Cognitive Services Java SDK samples
+        href: https://github.com/Azure-Samples/cognitive-services-java-sdk-samples
+      - name: Cognitive Services Node.js SDK samples
+        href: https://github.com/Azure-Samples/cognitive-services-node-sdk-samples
+      - name: JavaScript Static Web app
+        href: https://github.com/azure-samples/js-e2e-client-cognitive-services/tree/main/
+      - name: Cognitive Services Python SDK samples
+        href: https://github.com/Azure-Samples/cognitive-services-python-sdk-samples
+      - name: Cognitive Services Go SDK Samples
+        href: https://github.com/Azure-Samples/azure-sdk-for-go-samples/tree/master/cognitiveservices
   - name: Responsible use of AI
     items:
     - name: Transparency note