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…
Computer Vision
Azure Face
How to Enhance Azure OCR Detection in Arabic Data
Hello everyone, I'm using Azure Computer Vision service to detect Arabic text in images with table structure. In some cases, the results I'm getting are not accurate. As you can see in the attached image, the Arabic dates (right column) are not being…
Computer Vision
Azure AI services
How to deploy my Custom Vision model for Object Detection
Hi I was wondering how I could deploy my Custom Vision Model which I have just finished training. I would like to know if it is easier to deploy using Colaboratory or to use Azure. Also if Azure is the simpler and more convenient way to do so, could you…
Computer Vision
Computer Vision Free (F0) limitations (5,000 transactions/month, 20 transactions/min) - per susbscription?
Hi I would like to know if Computer Vision Free (F0) limitations (5,000 transactions/month, 20 transactions/min) is per susbscription? Cécile
Computer Vision

Not Able to connect from inside Docker Container
We are using Computer Vision API for one of our apps and we are not able to figure out what is the issue inside Docker container. It is working locally and we are able to get the response however when deployed in Cloud environment we are getting Host Not…
Computer Vision
Azure AI services
Vision API AnnotationUrls and AuthenticationKind not uploading COCO file
Getting error message: "message": "AuthenticationKind is required for registering dataset using AnnotationFileUrls." when using Azure Vision AI API. This is the curl command I'm using curl.exe -v -X PUT…
Computer Vision
Does Azure AI Vision use Gen AI?
Hello, We are interested in Azure AI Vision and would like to know if it uses GenAI for its analysis. Does anyone have reference materials that demonstrate that it either does/or doesn't use GenAI? Thank you.
Computer Vision
Azure AI Custom Vision
We are looking at Azure AI Vision and need to know if it utilizes GenAI
Hello, We are looking at Azure AI Vision and would like to know if it utilizes GenAI. If it uses GenAI, we need to shift how we would procure. I can't find a definitive answer within the sales/marketing materials. Thanks, Henry
Computer Vision
Azure AI Custom Vision
Evaluation run getting failed for customized models - Vision Studio
I am unable to obtain the evaluation score for my trained custom model. I have correctly set the COCO file location in my blob storage, and the images referenced under the status have a privacy level of anonymous read-only. Despite this, I am still…
Computer Vision
Azure services for employee tracking in factories
I’ve noticed that Spatial Analysis in Azure is scheduled to be retired. I’m looking for similar services that can perform tasks such as: Counting people in specific areas. Detecting when a line is crossed. Monitoring movement across specific…
Azure AI Video Indexer
Computer Vision
how do i fix resource not found?
hello everyone!, so i tried making a discord bot using python and chatgpt (im more of an js person but i dont want to change the code to make it compatible with mac so i went with python) anyhow it gives me resource not found error, what seems to be the…
Computer Vision
Is there a way to configure the distance of connecting digits into a single number?
Hello! We have a case with many of our invoices, where upon reading digits separated by relatively long distances, for example as a thousands separator, we receive two separate numbers (instead of 1032 we receive 1 and 032), is there a way to configure…
Computer Vision
404 resource not found azure computer vision
For the last couple of days I have been trying to use my computer vision api with a function to analysis image upon upload to a blob container but to no avail. when i copy my endpoint and paste it into a browser i get the following…
Computer Vision
Confused by commitment tier usage after purchase. Please help.
I am using the Azure Vision AI Image Analysis Read function to run OCR on images. I paid for the commitment tier of $375 per month, but I'm still seeing usage being logged outside of the tier, as if my requests are not being counted inside the tier, but…
Computer Vision
Azure Computer Vision Demo - "Please select a resource" stuck loading with East US resource
I'm trying to use AI through the Azure Computer Vision demo page: https://portal.vision.cognitive.azure.com/demo/dense-captioning I've created a resource in the East US region, but when I click "Please select a resource" on the demo page, it…
Computer Vision
READ OCR On-Prem Docker Container
I have PDFs that have sensitive information on them and those documents cannot leave our Premises. Does the Docker Container which says it can be deployed on-prem send the pdfs to Microsoft? Thank you
Computer Vision
Azure AI Language
Is there a way to use Blob Storage for Drag-and-Drop scenarios in Vision portal?
Hello, Is there any way to use BYOS scenario for the cases in Vision portal where user drag-and-drops images? is there a way to have my own blob storage behind it? Thanks in advance for the answer!
Computer Vision
Bizarre apparent throttling of the computer vision image analysis API.
I've been observing very strange behavior from the Computer Vision API related to the latency of my requests. I'm using the standard paid pricing plan and just setup a basic resource for OCR purposes. I'm going nowhere near the 10 calls per second for…
Computer Vision
Fixing "Ingestion failed. Ingestion did not complete within the expected time" Error in Azure Computer Vision API
Experiencing an error while implementing video analysis using Azure Computer Vision and GPT-4 Vision. The code was functioning correctly for the first few attempts, but is now returning the following error: "Ingestion failed. Ingestion did not…