Merge pull request #215056 from sanjeev3/main

Read editions and image analysis updates

Author: v-regandowner

articles/cognitive-services/Computer-vision/includes/read-editions.md

@@ -15,13 +15,13 @@ ms.author: pafarley
 ## Read OCR editions
 
 > [!IMPORTANT]
-> Select the Read model that is the best fit for your scenario and requirements.
+> Select the Read model and quickstart that best fit your requirements.
 >
-> | Input | Examples | Suggested API | Benefits |
+> | Input | Examples | API | Benefit |
 > |----------|--------------|-------------------------|-------------------------|
-> | General in-the-wild images with single image at a time |  labels, street signs, and posters | [Image Analysis Read (preview)](../concept-ocr.md) | Optimized for general, non-document images with a performance-enhanced synchronous API that makes it easier to embed OCR powered experiences in your workflows.
-> | Scanned document images, digital and scanned documents including embedded images| books, reports, and forms | [Form Recognizer Read](../../../applied-ai-services/form-recognizer/concept-read.md) | Optimized for text-heavy scanned and digital document scenarios with asynchronous API to allow processing large documents in your workflows.
+> | Images: General, in-the-wild images |  labels, street signs, and posters | [Image Analysis Read (preview)](../concept-ocr.md) | Optimized for general, non-document images with a performance-enhanced synchronous API that makes it easier to embed OCR in your user experience scenarios.
+> | Documents: Digital and scanned, including images | books, articles, and reports | [Form Recognizer Read](../../../applied-ai-services/form-recognizer/concept-read.md) | Optimized for text-heavy scanned and digital documents with an asynchronous API to help automate intelligent document processing at scale.
 >
 > **Computer Vision 3.2 GA Read**
 >
-> If you are looking for the Computer Vision 3.2 GA Read information, please continue reading. Note that all future Read OCR enhancements for image and document scenarios will be part of the two new services listed above. There will be no further updates to the Computer Vision Read version that supports both documents and images today.
+> If you are looking for the Computer Vision 3.2 GA Read information, note that all future Read OCR enhancements for image and document scenarios will be part of the two new services listed above. There will be no further updates to the Computer Vision Read version that supports both documents and images today.

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

@@ -44,6 +44,13 @@ For a more structured approach, follow a Learn module for Image Analysis.
 
 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](https://westcentralus.dev.cognitive.microsoft.com/docs/services/computer-vision-v3-2/operations/56f91f2e778daf14a499f21b) API. Follow a [quickstart](./quickstarts-sdk/image-analysis-client-library.md) to get started.
 
+### Extract text from images (preview)
+
+Version 4.0 preview of Image Analysis offers the ability to extract text from images. Contextual information like line number and position is also returned. Text reading is also available through the main [OCR service](overview-ocr.md), but in Image Analysis this feature is optimized for image inputs as opposed to documents. [Reading text in images](concept-ocr.md)
+
+### Detect people in images (preview)
+
+Version 4.0 preview 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. [People detection](concept-people-detection.md)
 
 ### Tag visual features
 
@@ -106,14 +113,6 @@ Analyze the contents of an image to return the coordinates of the *area of inter
 
 You can use Computer Vision to [detect adult content](concept-detecting-adult-content.md) in an image and return confidence scores for different classifications. The threshold for flagging content can be set on a sliding scale to accommodate your preferences.
 
-### Read text in images (preview)
-
-Version 4.0 of Image Analysis offers the ability to extract text from images. Contextual information like line number and position is also returned. Text reading is also available through the main [OCR service](overview-ocr.md), but in Image Analysis this feature is optimized for image inputs as opposed to documents. [Reading text in images](concept-ocr.md)
-
-### Detect people in images (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. [People detection](concept-people-detection.md)
-
 ## Image requirements
 
 #### [Version 3.2](#tab/3-2)