Please upgrade to the latest Computer Vision GA service

Question

Please upgrade to the latest Computer Vision GA service

wilson mendez 0

Cannot create dataset in vision studio. Browser logs say this:

"message": "Computer Vision 2023-04-01-preview has been deprecated. Please upgrade to the latest Computer Vision GA service - https://azure.microsoft.com/en-us/updates?id=475779 "

However there is no path to upgrade. All the resources were created today, multiple instances... it is supposed that is something is deprecated the same azure portal and azure studio should not rely on it to create new instances, but here we are

wilson mendez 0 Reputation points

2026-02-24T17:20:41.55+00:00

It seems the alternatives mentioned here will only live until 2028... I guess the only alternatives as stated in this notice https://learn.microsoft.com/en-us/azure/ai-services/Custom-Vision-Service/overview are autoML and Azure Content understanding
Karnam Venkata Rajeswari 280 Reputation points Microsoft External Staff Moderator

2026-03-02T11:39:56.5166667+00:00

Hello wilson mendez,

Thank you for reviewing the documentation and sharing your concern.

The referred retirement notice applies specifically to Azure Custom Vision (legacy service), not to Azure AI Vision as a whole. The older vision services are being consolidated into a newer, unified platform. The 2028 date is a long transition window, not an indication that vision capabilities are ending.

What is Custom Vision? - Foundry Tools | Microsoft Learn

The long-term supported platform going forward is Azure AI Vision (GA). This is a General Availability service, meaning it is fully supported and part of the strategic roadmap.

What is Azure Vision in Foundry Tools? - Foundry Tools | Microsoft Learn

Azure AI Vision GA is the correct service for Vision Studio as of today.

Thus, the recommended alternative to Custom Vision is to use platform‑level services.

·       For classic image classification and object detection, “Azure Machine Learning AutoML for vision” is the suggested long‑term path.

·       For broader, multi‑modal scenarios, “Azure Content Understanding in Foundry Tools “is a strategic, forward‑looking option.

·       Azure AI Vision wherever supported

What is automated ML? AutoML - Azure Machine Learning | Microsoft Learn

What is Azure Content Understanding in Foundry Tools? - Foundry Tools | Microsoft Learn

Thank you!
Karnam Venkata Rajeswari 280 Reputation points Microsoft External Staff Moderator

2026-03-03T10:42:07.47+00:00

Hello wilson mendez,

Following up to see if the above response was helpful.

If this answers your query, do click Accept Answer and Yes for was this answer helpful. And, if you have any further query do let us know.

Thank you!!
Karnam Venkata Rajeswari 280 Reputation points Microsoft External Staff Moderator

2026-03-04T14:08:58.3966667+00:00

Hello wilson mendez,

Following up to see if the responses provided were helpful.

Since I’ve converted my earlier comment into an answer, could you please take a moment to mark it as Accepted? This helps others in the community with the same question find the solution more easily.

Thank you!

2 answers

Your answer

wilson mendez 0 Reputation points

2026-02-24T17:20:41.55+00:00

It seems the alternatives mentioned here will only live until 2028... I guess the only alternatives as stated in this notice https://learn.microsoft.com/en-us/azure/ai-services/Custom-Vision-Service/overview are autoML and Azure Content understanding
Karnam Venkata Rajeswari 280 Reputation points Microsoft External Staff Moderator

2026-03-02T11:39:56.5166667+00:00

Hello wilson mendez,

Thank you for reviewing the documentation and sharing your concern.

The referred retirement notice applies specifically to Azure Custom Vision (legacy service), not to Azure AI Vision as a whole. The older vision services are being consolidated into a newer, unified platform. The 2028 date is a long transition window, not an indication that vision capabilities are ending.

What is Custom Vision? - Foundry Tools | Microsoft Learn

The long-term supported platform going forward is Azure AI Vision (GA). This is a General Availability service, meaning it is fully supported and part of the strategic roadmap.

What is Azure Vision in Foundry Tools? - Foundry Tools | Microsoft Learn

Azure AI Vision GA is the correct service for Vision Studio as of today.

Thus, the recommended alternative to Custom Vision is to use platform‑level services.

· For classic image classification and object detection, “Azure Machine Learning AutoML for vision” is the suggested long‑term path.

· For broader, multi‑modal scenarios, “Azure Content Understanding in Foundry Tools “is a strategic, forward‑looking option.

· Azure AI Vision wherever supported

What is automated ML? AutoML - Azure Machine Learning | Microsoft Learn

What is Azure Content Understanding in Foundry Tools? - Foundry Tools | Microsoft Learn

Thank you!
Karnam Venkata Rajeswari 280 Reputation points Microsoft External Staff Moderator

2026-03-03T10:42:07.47+00:00

Hello wilson mendez,

Following up to see if the above response was helpful.

If this answers your query, do click Accept Answer and Yes for was this answer helpful. And, if you have any further query do let us know.

Thank you!!
Karnam Venkata Rajeswari 280 Reputation points Microsoft External Staff Moderator

2026-03-04T14:08:58.3966667+00:00

Hello wilson mendez,

Following up to see if the responses provided were helpful.

Since I’ve converted my earlier comment into an answer, could you please take a moment to mark it as Accepted? This helps others in the community with the same question find the solution more easily.

Thank you!

Answer 1

Hello wilson mendez ,

Welcome to Microsoft Q&A .Thank you for reaching out.

We understand and acknowledge the confusion caused by the portal allowing you to create a resource with deprecated API, which is resulting in errors.

Currently, Azure is in the middle of transitioning from the legacy Computer Vision preview API to the newer Azure AI Vision GA service.

Azure now separates Vision capabilities into:

Computer Vision (legacy)
Azure AI Vision (new GA service)

Vision Studio now expects an Azure AI Vision resource and not the older "Computer Vision" resource. While the preview API has been retired, the portal still allows creation of the older resource type. When Vision Studio connects to that resource, it attempts to use the deprecated API endpoint, which is triggering the error.

So, there is a resource mismatch problem and not an upgrade problem, thus the upgrade path is not visible.

Please try to create an Azure AI Vision resource instead of Computer Vision resource .So that when Vision Studio connects, it uses a supported GA API version and dataset creation works.

Please refer the following to get started with Azure AI Vision

What is Azure Vision in Foundry Tools? - Foundry Tools | Microsoft Learn

What is Vision Studio? - Foundry Tools | Microsoft Learn

Create an Azure AI services resource - Azure AI services | Azure Docs

Please let me know if you have any questions.

Thank you!

Answer 2

It seems that you are encountering an issue with the deprecated Computer Vision API version (2023-04-01-preview). To resolve this, you should upgrade to the latest General Availability (GA) version of the Computer Vision service. The deprecated versions (1.0, 2.0, 3.0, and 3.1) will be retired on September 13, 2026, and it's recommended to migrate to the Computer Vision 3.2 API or the Image Analysis 4.0 API, which is currently in public preview.

You can follow the quickstart guides provided in the Azure documentation to assist with the migration process:

For Computer Vision 3.2 API: QuickStart
For Image Analysis 4.0 API: QuickStart

Ensure that all your resources are updated accordingly to avoid reliance on deprecated services.

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Please upgrade to the latest Computer Vision GA service

2 answers

Your answer