writer updates

Author: PatrickFarley

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

@@ -14,7 +14,7 @@ ms.author: pafarley
 ms.custom: references_regions
 ---
 
-# Background removal (preview)
+# Background removal (version 4.0 preview)
 
 The Image Analysis service can divide images into multiple segments or regions to help the user identify different objects or parts of the image. Background removal creates an alpha matte that separates the foreground object from the background in an image.
 

articles/cognitive-services/Computer-vision/concept-model-customization.md

@@ -13,7 +13,7 @@ ms.date: 02/06/2023
 ms.author: pafarley
 ---
 
-# Model customization (preview)
+# Model customization (version 4.0 preview)
 
 Model customization lets you train a specialized Image Analysis model for your own use case. Custom models can do either image classification (tags apply to the whole image) or object detection (tags apply to specific areas of the image). Once your custom model is created and trained, it belongs to your Computer Vision resource and you can call it using the [Analyze Image API](./how-to/call-analyze-image-40.md).
 
@@ -176,4 +176,4 @@ We do not recommend you use custom models for business critical environments due
 
 ## Next steps
 
-* [Create and train a custom model](./how-to/model-customization.md)
+[Create and train a custom model](./how-to/model-customization.md)

articles/cognitive-services/Computer-vision/concept-ocr.md

@@ -14,7 +14,7 @@ ms.date: 02/20/2023
 ms.author: pafarley
 ---
 
-# OCR for images (preview)
+# OCR for images (version 4.0 preview)
 
 > [!NOTE]
 >

articles/cognitive-services/Computer-vision/concept-people-detection.md

@@ -14,7 +14,7 @@ ms.date: 09/12/2022
 ms.author: pafarley
 ---
 
-# People detection (preview)
+# People detection (version 4.0 preview)
 
 Version 4.0 of Image Analysis offers the ability to detect people appearing in images. The bounding box coordinates of each detected person are returned, along with a confidence score. 
 

articles/cognitive-services/Computer-vision/overview-image-analysis.md

@@ -42,7 +42,7 @@ For a more structured approach, follow a Training module for Image Analysis.
 
 [!INCLUDE [image analysis versions](./includes/image-analysis-versions.md)]
 
-## Image Analysis features
+## Analyze Image
 
 You can analyze images to provide insights about their visual features and characteristics. All of the features in the list below are provided by the Analyze Image API. Follow a [quickstart](./quickstarts-sdk/image-analysis-client-library-40.md) to get started.