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articles/ai-services/computer-vision/includes/model-customization-deprecation.md

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> [!IMPORTANT]
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> This feature is now deprecated. On January 10, 2025, the Azure AI Vision Product Recognition and model customization features will be retired: after this date, API calls to these services will fail.
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> This feature is now deprecated. On January 10, 2025, Azure AI Image Analysis 4.0 Custom Image Classification, Custom Object Detection, and Product Recognition preview API will be retired: after this date, API calls to these services will fail.
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> To maintain a smooth operation of your models, transition to [Azure AI Custom Vision](/azure/ai-services/Custom-Vision-Service/overview), which is now generally available. Custom Vision offers similar functionality to these retiring features.

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

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> [!IMPORTANT]
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> This feature is now deprecated. On January 10, 2025, the Azure AI Vision background removal API will be retired: after this date, API calls to this service will fail.
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> This feature is now deprecated. On January 10, 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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