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Update API links for 3.0
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articles/cognitive-services/Computer-vision/QuickStarts/CSharp-read-text-v3.md

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In this quickstart, you will extract printed and/or handwritten text from an image using the Computer Vision 3.0 Preview REST API. Compared to Computer Vision 2.0 and 2.1, the Computer Vision 3.0 Preview provides even better accuracy and supports both Spanish and English languages.
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With the [Batch Read](https://westus.dev.cognitive.microsoft.com/docs/services/5adf991815e1060e6355ad44/operations/2afb498089f74080d7ef85eb) and [Read Operation Result](https://westus.dev.cognitive.microsoft.com/docs/services/5adf991815e1060e6355ad44/operations/5be108e7498a4f9ed20bf96d) methods, you can detect text in an image and extract recognized characters into a machine-readable character stream. The API will determine which recognition model to use for each line of text, so it supports images with both printed and handwritten text.
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With the [Batch Read](https://westus.dev.cognitive.microsoft.com/docs/services/5cd27ec07268f6c679a3e641/operations/2afb498089f74080d7e196fc) and [Read Operation Result](https://westus.dev.cognitive.microsoft.com/docs/services/5cd27ec07268f6c679a3e641/operations/5be108e7498a4f9ed20b0a7e) methods, you can detect text in an image and extract recognized characters into a machine-readable character stream. The API will determine which recognition model to use for each line of text, so it supports images with both printed and handwritten text.
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> [!IMPORTANT]
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> The [Batch Read](https://westus.dev.cognitive.microsoft.com/docs/services/5adf991815e1060e6355ad44/operations/2afb498089f74080d7ef85eb) method runs asynchronously. This method does not return any information in the body of a successful response. Instead, the Read method returns a URI in the `Operation-Location` response header field. You can then use this URI, which represents the [Read Operation Result](https://westus.dev.cognitive.microsoft.com/docs/services/5adf991815e1060e6355ad44/operations/5be108e7498a4f9ed20bf96d) method, in order to check the status and return the results of the Batch Read method call.
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> The [Batch Read](https://westus.dev.cognitive.microsoft.com/docs/services/5cd27ec07268f6c679a3e641/operations/2afb498089f74080d7e196fc) method runs asynchronously. This method does not return any information in the body of a successful response. Instead, the Read method returns a URI in the `Operation-Location` response header field. You can then use this URI, which represents the [Read Operation Result](https://westus.dev.cognitive.microsoft.com/docs/services/5cd27ec07268f6c679a3e641/operations/5be108e7498a4f9ed20b0a7e) method, in order to check the status and return the results of the Batch Read method call.
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If you don't have an Azure subscription, create a [free account](https://azure.microsoft.com/free/ai/?ref=microsoft.com&utm_source=microsoft.com&utm_medium=docs&utm_campaign=cognitive-services) before you begin.
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articles/cognitive-services/Computer-vision/QuickStarts/java-read-text-v3.md

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In this quickstart, you will extract printed and/or handwritten text from an image using the Computer Vision REST API. Compared to Computer Vision 2.0 and 2.1, the Computer Vision 3.0 Preview provides even better accuracy and supports both Spanish and English languages.
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With the [Batch Read](https://westus.dev.cognitive.microsoft.com/docs/services/5adf991815e1060e6355ad44/operations/2afb498089f74080d7ef85eb) and [Read Operation Result](https://westus.dev.cognitive.microsoft.com/docs/services/5adf991815e1060e6355ad44/operations/5be108e7498a4f9ed20bf96d) methods, you can detect text in an image and extract recognized characters into a machine-readable character stream. The API will determine which recognition model to use for each line of text, so it supports images with both printed and handwritten text.
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With the [Batch Read](https://westus.dev.cognitive.microsoft.com/docs/services/5cd27ec07268f6c679a3e641/operations/2afb498089f74080d7e196fc) and [Read Operation Result](https://westus.dev.cognitive.microsoft.com/docs/services/5cd27ec07268f6c679a3e641/operations/5be108e7498a4f9ed20b0a7e) methods, you can detect text in an image and extract recognized characters into a machine-readable character stream. The API will determine which recognition model to use for each line of text, so it supports images with both printed and handwritten text.
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> [!IMPORTANT]
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> Unlike the [OCR](https://westcentralus.dev.cognitive.microsoft.com/docs/services/5adf991815e1060e6355ad44/operations/56f91f2e778daf14a499e1fc) method, the [Batch Read](https://westus.dev.cognitive.microsoft.com/docs/services/5adf991815e1060e6355ad44/operations/2afb498089f74080d7ef85eb) method runs asynchronously. This method does not return any information in the body of a successful response. Instead, the Batch Read method returns a URI in the value of the `Operation-Content` response header field. You can then call this URI, which represents the [Read Operation Result](https://westus.dev.cognitive.microsoft.com/docs/services/5adf991815e1060e6355ad44/operations/5be108e7498a4f9ed20bf96d) method, in order to check the status and return the results of the Batch Read method call.
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> The [Batch Read](https://westus.dev.cognitive.microsoft.com/docs/services/5cd27ec07268f6c679a3e641/operations/2afb498089f74080d7e196fc) method runs asynchronously. This method does not return any information in the body of a successful response. Instead, the Read method returns a URI in the `Operation-Location` response header field. You can then use this URI, which represents the [Read Operation Result](https://westus.dev.cognitive.microsoft.com/docs/services/5cd27ec07268f6c679a3e641/operations/5be108e7498a4f9ed20b0a7e) method, in order to check the status and return the results of the Batch Read method call.
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If you don't have an Azure subscription, create a [free account](https://azure.microsoft.com/free/ai/?ref=microsoft.com&utm_source=microsoft.com&utm_medium=docs&utm_campaign=cognitive-services) before you begin.
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articles/cognitive-services/Computer-vision/QuickStarts/javascript-read-text-v3.md

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In this quickstart, you will extract printed and/or handwritten text from an image using the Computer Vision REST API. Compared to Computer Vision 2.0 and 2.1, the Computer Vision 3.0 Preview provides even better accuracy and supports both Spanish and English languages.
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With the [Batch Read](https://westus.dev.cognitive.microsoft.com/docs/services/5adf991815e1060e6355ad44/operations/2afb498089f74080d7ef85eb) and [Read Operation Result](https://westus.dev.cognitive.microsoft.com/docs/services/5adf991815e1060e6355ad44/operations/5be108e7498a4f9ed20bf96d) methods, you can detect text in an image and extract recognized characters into a machine-readable character stream. The API will determine which recognition model to use for each line of text, so it supports images with both printed and handwritten text.
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With the [Batch Read](https://westus.dev.cognitive.microsoft.com/docs/services/5cd27ec07268f6c679a3e641/operations/2afb498089f74080d7e196fc) and [Read Operation Result](https://westus.dev.cognitive.microsoft.com/docs/services/5cd27ec07268f6c679a3e641/operations/5be108e7498a4f9ed20b0a7e) methods, you can detect text in an image and extract recognized characters into a machine-readable character stream. The API will determine which recognition model to use for each line of text, so it supports images with both printed and handwritten text.
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> [!IMPORTANT]
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> Unlike the [OCR](https://westcentralus.dev.cognitive.microsoft.com/docs/services/5adf991815e1060e6355ad44/operations/56f91f2e778daf14a499e1fc) method, the [Batch Read](https://westus.dev.cognitive.microsoft.com/docs/services/5adf991815e1060e6355ad44/operations/2afb498089f74080d7ef85eb) method runs asynchronously. This method does not return any information in the body of a successful response. Instead, the Batch Read method returns a URI in the value of the `Operation-Content` response header field. You can then call this URI, which represents the [Read Operation Result](https://westus.dev.cognitive.microsoft.com/docs/services/5adf991815e1060e6355ad44/operations/5be108e7498a4f9ed20bf96d) method, to both check the status and return the results of the Batch Read method call.
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> The [Batch Read](https://westus.dev.cognitive.microsoft.com/docs/services/5cd27ec07268f6c679a3e641/operations/2afb498089f74080d7e196fc) method runs asynchronously. This method does not return any information in the body of a successful response. Instead, the Read method returns a URI in the `Operation-Location` response header field. You can then use this URI, which represents the [Read Operation Result](https://westus.dev.cognitive.microsoft.com/docs/services/5cd27ec07268f6c679a3e641/operations/5be108e7498a4f9ed20b0a7e) method, in order to check the status and return the results of the Batch Read method call.
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If you don't have an Azure subscription, create a [free account](https://azure.microsoft.com/free/ai/?ref=microsoft.com&utm_source=microsoft.com&utm_medium=docs&utm_campaign=cognitive-services) before you begin.
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articles/cognitive-services/Computer-vision/QuickStarts/python-read-text-v3.md

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In this quickstart, you will extract printed and/or handwritten text from an image using the Computer Vision REST API. Compared to Computer Vision 2.0 and 2.1, the Computer Vision 3.0 Preview provides even better accuracy and supports both Spanish and English languages.
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With the [Batch Read](https://westus.dev.cognitive.microsoft.com/docs/services/5adf991815e1060e6355ad44/operations/2afb498089f74080d7ef85eb) and [Read Operation Result](https://westus.dev.cognitive.microsoft.com/docs/services/5adf991815e1060e6355ad44/operations/5be108e7498a4f9ed20bf96d) methods, you can detect text in an image and extract recognized characters into a machine-readable character stream. The API will determine which recognition model to use for each line of text, so it supports images with both printed and handwritten text.
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With the [Batch Read](https://westus.dev.cognitive.microsoft.com/docs/services/5cd27ec07268f6c679a3e641/operations/2afb498089f74080d7e196fc) and [Read Operation Result](https://westus.dev.cognitive.microsoft.com/docs/services/5cd27ec07268f6c679a3e641/operations/5be108e7498a4f9ed20b0a7e) methods, you can detect text in an image and extract recognized characters into a machine-readable character stream. The API will determine which recognition model to use for each line of text, so it supports images with both printed and handwritten text.
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> [!IMPORTANT]
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> Unlike the [OCR](https://westcentralus.dev.cognitive.microsoft.com/docs/services/5adf991815e1060e6355ad44/operations/56f91f2e778daf14a499e1fc) method, the [Batch Read](https://westus.dev.cognitive.microsoft.com/docs/services/5adf991815e1060e6355ad44/operations/2afb498089f74080d7ef85eb) method runs asynchronously. This method does not return any information in the body of a successful response. Instead, the Batch Read method returns a URI in the value of the `Operation-Content` response header field. You can then call this URI, which represents the [Read Operation Result](https://westus.dev.cognitive.microsoft.com/docs/services/5adf991815e1060e6355ad44/operations/5be108e7498a4f9ed20bf96d) API, to both check the status and return the results of the Batch Read method call.
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> The [Batch Read](https://westus.dev.cognitive.microsoft.com/docs/services/5cd27ec07268f6c679a3e641/operations/2afb498089f74080d7e196fc) method runs asynchronously. This method does not return any information in the body of a successful response. Instead, the Read method returns a URI in the `Operation-Location` response header field. You can then use this URI, which represents the [Read Operation Result](https://westus.dev.cognitive.microsoft.com/docs/services/5cd27ec07268f6c679a3e641/operations/5be108e7498a4f9ed20b0a7e) method, in order to check the status and return the results of the Batch Read method call.
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You can run this quickstart in a step-by step fashion using a Jupyter notebook on [MyBinder](https://mybinder.org). To launch Binder, select the following button:
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