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

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## Read OCR editions
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> [!IMPORTANT]
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> Select the Read model that is the best fit for your scenario and requirements.
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> Select the Read model that is the best fit for your requirements.
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> | Input | Examples | Suggested API | Benefits |
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> |----------|--------------|-------------------------|-------------------------|
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> | 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.
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> | 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.
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> | 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.
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> | Documents, digital and scanned 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 documents with asynchronous API to help automate intelligent document processing.
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> **Computer Vision 3.2 GA Read**
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> 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.
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> 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.

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