Getting 'Server Error in '/' Application' When Accessing Vision Studio from AI Foundry | Computer Vision
I'm encountering an issue when I click "Go to Vision Studio" in AI Foundry | Computer Vision. Instead of opening the expected interface, it displays an error page like this:
Computer Vision
Text recognition (OCR) by paragraphs - synchronous API
Hello, We need a way to extract text paragraph-by-paragraph synchronically. It looks like the Computer Vision allows for extracting it only in a line-by-line fashion. We've tested the OCR feature from Document Intelligence Studio - text extraction…
Computer Vision
Error: 410 - {"error":{"code":"Gone","message":"Computer Vision 2023-02-01-preview has been deprecated. Please upgrade to the latest Computer Vision GA service - https://azure.microsoft.com/en-us/updates?id=475779 "}}
api_version=AI_VISION_VERSION acv_endpoint=AI_VISION_ENDPOINT acv_key=AI_VISION_KEY def text_embedding(prompt): """ Text embedding using Azure Computer Vision 4.0 """ version = "?api-version=" +…
Computer Vision
How to fix the computer vision bugs
I always meet the error : 2025-04-23T14:36:59.899+08:00 ERROR 15744 --- [pool-6-thread-5] com.hkaa.sfrs.fault.oss.AzureConfig : Error reason: {"errorCode":"410","message":"Gone: Computer Vision…
Computer Vision
Azure Computer Vision REST API for OCR no longer working
Hi everyone, We experienced that performing OCR through Azure Computer Vision API is no longer working as expected and returning 404 'Resource not found' error. It was working just fine two weeks back and suddenly stopped working. It's the same when you…
Computer Vision
How to get character coordinates in Computer Vision API?
The Computer Vision Form Recognizer read (OCR) model response contains bounding boxes for words, but no character/glyph positions. Is there any way to get individual character positions?
Computer Vision

Is Planogram Compliance API going to be deprecated?
I have been doing some experimentation related to azure shelf product recognition. Recently, the documentation said that the feature will be deprecated and retired early next year. …
Computer Vision
Azure AI Custom Vision
Question about sudden deprecation behavior of Image Analysis API
Hi Microsoft team, Starting from April 12th, I encountered an issue when calling the Image Analysis API with version 2023-02-01-preview. The API returned a 410 Gone error, indicating that the version was deprecated. However, after a few hours, the same…
Computer Vision
Azure Computer vision Studio Not Loading – "Failed to load module script" MIME Type Error
Hi Team, I'm facing an issue accessing the Azure Computer Vision Studio. When I go to: 🔗 https://portal.vision.cognitive.azure.com/ The screen remains completely white and the page does not load, even after waiting. What I've tried: Used multiple…
Computer Vision
Custom vision training Iteration 1 is stuck
I ran custom vision training Iteration 1 via quick train and it was shown to me that it will be completed within 1 hours, however it running from almost 5 hours but neither show completed nor failure. I am stuck and not sure what is going on. Please…
Computer Vision
What is the difference between OCR API and Read API
I've been wandering through the interwebs trying to get a solid understanding of the differences between OCR API and Read API but I am still not 100% confident about my understanding, perhaps a professional could clarify? Thanks!
Computer Vision

Why am I getting billed so much?
Hello, I have been using azure computer vision for my discord bot for over a month now. I used the standard S1 tier, and my costs analysis has had a accumulated cost of $0 for the entire time, until a week ago where it started to go up rapidly. I went to…
Computer Vision
Transitioning from Azure AI Image Analysis to Florence 2.0 for Background Removal
Hi everyone, I recently received an email from Azure informing me that on January 10, 2025, the Azure AI Image Analysis 4.0 Segment API and its background removal service will be retired. I’ve been using this service to remove backgrounds from uploaded…
Computer Vision
Azure AI services
azure.search.documents.indexes.models.AIServicesVisionVectorizer used in AI Search throws "Could not complete vectorization action. The vectorization endpoint returned status code '400' (BadRequest)"
Hi! I'm facing an issue with using AIServicesVisionVectorizer vectorizer when doing either a text or image vector query search against the AI Search index. I used azure-python-sdk library azure-search-documents 11.6.0b9 version. This is the sample…
Azure AI Search
Computer Vision
Please provide azure SDK APIs for video analysis
Hi Azure Computer Vision: Please provide SDK API details and github links for video analysis. I found for Image analysis. Looking same for video…
Computer Vision
How to leverage our AI (Computer Vision) to do deep analysis from a picture of PCBA (Printed circuit board assembly)?
We have done lots of Teardown from our devices competitors, and there are lots of pictures of PCBA from those teardowns , and we would like to understand such as total component counts, numbers of component per each components type on those PCBA via…
Computer Vision
cognitiveservices.azure.com Computer Vision OCR Service is Down
I was using the endpoint <my service>.cognitiveservices.azure.com //vision/v3.2/read/analyze?language=en&detectOrientation=true&pages=1%2C2%2C3%2C4%2C5%2C6%2C7%2C8%2C9%2C10 for over 2 years now and everything was going great until about 15…
Computer Vision
ProductionDowntime
My documents failed in production environment. Need to know the reason and ways to avoid it.
Computer Vision
Car damage detection using azure machine learning or azure artificial intelligence
Hi. Can someone please guide me how to detect damages in the car from car images using Azure Machine Learning or Azure AI? I'm planning to use image classification computer vision solution as a first step to classify if car is damaged or not, then as…
Azure Machine Learning
Computer Vision

How to correctly access Azure AI Vision Face Client SDK?
Hi, I'm trying to access the Azure AI Vision Face SDK to use Face ID in a project. I requested access from Microsoft to use the API and they granted it. I read the access instructions but when trying to use the code provided in the acceptance email to…