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## Next steps
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Explore the Computer Vision API to how to analyze an image, detect celebrities and landmarks, create a thumbnail, and extract printed and handwritten text. To rapidly experiment with the Computer Vision API, try the [Open API testing console](https://westcentralus.dev.cognitive.microsoft.com/docs/services/5adf991815e1060e6355ad44/operations/56f91f2e778daf14a499e1fa/console).
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Explore the Computer Vision API to how to analyze an image, detect celebrities and landmarks, create a thumbnail, and extract printed and handwritten text. To rapidly experiment with the Computer Vision API, try the [Open API testing console](https://westcentralus.dev.cognitive.microsoft.com/docs/services/computer-vision-v3-ga/operations/56f91f2e778daf14a499f20c).
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> [!div class="nextstepaction"]
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> [Explore the Computer Vision API](https://westus.dev.cognitive.microsoft.com/docs/services/5adf991815e1060e6355ad44)
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> [Explore the Computer Vision API](https://westcentralus.dev.cognitive.microsoft.com/docs/services/computer-vision-v3-ga/operations/56f91f2e778daf14a499f21b)
Copy file name to clipboardExpand all lines: articles/cognitive-services/Computer-vision/QuickStarts/python-thumb.md
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ms.service: cognitive-services
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ms.subservice: computer-vision
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ms.topic: quickstart
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ms.date: 04/14/2020
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ms.date: 05/20/2020
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ms.author: pafarley
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ms.custom: seodec18
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---
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# Quickstart: Generate a thumbnail using the Computer Vision REST API and Python
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In this quickstart, you'll generate a thumbnail from an image using the Computer Vision REST API. With the [Get Thumbnail](https://westcentralus.dev.cognitive.microsoft.com/docs/services/5adf991815e1060e6355ad44/operations/56f91f2e778daf14a499e1fb) method, you can specify the desired height and width, and Computer Vision uses smart cropping to intelligently identify the area of interest and generate cropping coordinates based on that region.
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In this quickstart, you'll generate a thumbnail from an image using the Computer Vision REST API. With the [Get Thumbnail](https://westcentralus.dev.cognitive.microsoft.com/docs/services/computer-vision-v3-ga/operations/56f91f2e778daf14a499f20c) method, you can specify the desired height and width, and Computer Vision uses smart cropping to intelligently identify the area of interest and generate cropping coordinates based on that region.
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If you don't have an Azure subscription, create a [free account](https://azure.microsoft.com/try/cognitive-services/) before you begin.
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> [!div class="nextstepaction"]
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> [Computer Vision API Python Tutorial](../Tutorials/PythonTutorial.md)
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* To rapidly experiment with the Computer Vision API, try the [Open API testing console](https://westcentralus.dev.cognitive.microsoft.com/docs/services/5adf991815e1060e6355ad44/operations/56f91f2e778daf14a499e1fa/console).
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* To rapidly experiment with the Computer Vision API, try the [Open API testing console](https://westcentralus.dev.cognitive.microsoft.com/docs/services/computer-vision-v3-ga/operations/56f91f2e778daf14a499f20c).
Copy file name to clipboardExpand all lines: articles/cognitive-services/Computer-vision/includes/quickstarts-sdk/python-sdk.md
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### Call the Read API
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First, use the following code to call the **batch_read_file** method for the given image. This returns an operation ID and starts an asynchronous process to read the content of the image.
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First, use the following code to call the **read** method for the given image. This returns an operation ID and starts an asynchronous process to read the content of the image.
Next, get the operation ID returned from the **batch_read_file** call, and use it to query the service for operation results. The following code checks the operation at one-second intervals until the results are returned. It then prints the extracted text data to the console.
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Next, get the operation ID returned from the **read** call, and use it to query the service for operation results. The following code checks the operation at one-second intervals until the results are returned. It then prints the extracted text data to the console.
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