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articles/ai-services/computer-vision/includes/segmentation-deprecation.md

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> [!IMPORTANT]
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> This feature is now deprecated. On March 31, 2025, the Azure AI Image Analysis 4.0 Segment API and background removal service will be retired. All requests to this service will fail after this date.
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> To maintain a smooth operation of your models, install the open-source [Florence 2 model](https://huggingface.co/microsoft/Florence-2-large) and use its Region to segmentation feature, which allows for a similar background removal operation.
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> The segmentation feature of the open-source [Florence 2 model](https://huggingface.co/microsoft/Florence-2-large) might meet your needs. It returns an alpha map marking the difference between foreground and background, but it doesn't edit the original image to remove the background. Install the Florence 2 model and try out its Region to segmentation feature.
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> For full-featured background removal, consider a third-party utility like [BiRefNet](https://github.com/ZhengPeng7/BiRefNet).

articles/ai-services/computer-vision/whats-new.md

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2020
Learn what's new in Azure AI Vision. Check this page to stay up to date with new features, enhancements, fixes, and documentation updates.
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## January 2025
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### Face liveness detection GA
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The Face liveness detection feature is now generally available (GA).
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* Server-side API: [Face API v1.2](/rest/api/face/operation-groups?view=rest-face-v1.2)
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* Client-side SDK: [Azure AI Vision SDK 1.0.0](https://github.com/Azure-Samples/azure-ai-vision-sdk/releases/tag/1.0.0)
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This SDK allows developers to utilize face liveness checks on both native-mobile applications and web-browsers applications for identity-verification scenarios.
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The new SDK supports both Passive and Passive-Active modes. The hybrid Passive-Active mode is designed to require Active motion only in poor lighting conditions, while using the speed and efficiency of Passive liveness checks in optimal lighting.
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For more information, see the [SDK release notes](https://github.com/Azure-Samples/azure-ai-vision-sdk/releases/tag/1.0.0).
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### Image Analysis 4.0 Preview API deprecation
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On March 31, 2025, the Image Analysis 4.0 Preview APIs will be retired. Before that date, you'll need to migrate your Azure Image Analysis workloads to the [Image Analysis 4.0 GA ](/rest/api/computervision/operation-groups?view=rest-computervision-v4.0%20(2024-02-01))API.

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