Azure Computer Vision
An Azure artificial intelligence service that analyzes content in images and video.
411 questions
1 answer
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. …
asked 2024-09-19T15:09:54.7266667+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(35.2, 61%, 13%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EKL%3C/text%3E%3C/svg%3E)
Khalifah Lazuardi
10
Reputation points
commented 2025-04-24T17:15:48.25+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(278.4, 1%, 36%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EYM%3C/text%3E%3C/svg%3E)
YutongTie-MSFT
53,941
Reputation points
0 answers
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…
asked 2025-04-23T06:52:05.2033333+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(128, 45%, 22%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ET%3C/text%3E%3C/svg%3E)
Trey
0
Reputation points
commented 2025-04-24T05:37:57.1133333+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(204.8, 15%, 29%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EMM%3C/text%3E%3C/svg%3E)
Manas Mohanty
3,110
Reputation points Microsoft External Staff
2 answers
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…
asked 2025-04-17T03:10:22.49+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(313.6, 7.000000000000001%, 40%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EMN%3C/text%3E%3C/svg%3E)
Manh Nguyen
0
Reputation points
commented 2025-04-21T10:39:29.3033333+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(166.4, 22%, 26%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ESC%3C/text%3E%3C/svg%3E)
SriLakshmi C
4,395
Reputation points Microsoft External Staff
1 answer
One of the answers was accepted by the question author.
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…
asked 2025-04-05T19:35:32.15+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(70.4, 41%, 16%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EMZ%3C/text%3E%3C/svg%3E)
Muhammad Zubair
20
Reputation points
accepted 2025-04-09T09:28:16.8033333+00:00
Muhammad Zubair
20
Reputation points
0 answers
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…
asked 2025-04-03T10:33:03.9+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(3.2, 85%, 10%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ENS%3C/text%3E%3C/svg%3E)
NITESH SHARMA
0
Reputation points
commented 2025-04-06T12:10:20.56+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(281.6, 88%, 37%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ESA%3C/text%3E%3C/svg%3E)
Saideep Anchuri
6,185
Reputation points Microsoft External Staff
2 answers
One of the answers was accepted by the question author.
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!
asked 2020-10-16T11:39:48.947+00:00
Cyril Dandridge
31
Reputation points
edited the question 2025-04-03T07:36:31.23+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(6.4, 61%, 10%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ES%3C/text%3E%3C/svg%3E)
santoshkc
14,260
Reputation points Microsoft External Staff
1 answer
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…
asked 2025-03-24T05:18:03.2933333+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(9.6, 38%, 10%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EJS%3C/text%3E%3C/svg%3E)
Jack Sun
0
Reputation points
edited a comment 2025-03-27T10:46:13.44+00:00
SriLakshmi C
4,395
Reputation points Microsoft External Staff
3 answers
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…
asked 2024-09-26T14:15:41.6566667+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(124.80000000000001, 20%, 22%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EJK%3C/text%3E%3C/svg%3E)
Julian Korevaar
15
Reputation points
commented 2025-03-26T18:31:20+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(230.39999999999998, 18%, 32%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EJS%3C/text%3E%3C/svg%3E)
Jerry Shah
0
Reputation points
0 answers
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…
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(64, 67%, 16%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EB%3C/text%3E%3C/svg%3E)
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(112.00000000000001, 77%, 20%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ES%3C/text%3E%3C/svg%3E)
1 answer
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…
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(172.8, 86%, 26%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EM%3C/text%3E%3C/svg%3E)
1 answer
One of the answers was accepted by the question author.
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…
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(73.60000000000001, 16%, 17%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EJL%3C/text%3E%3C/svg%3E)
1 answer
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…
asked 2025-03-03T17:02:18.19+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(294.40000000000003, 90%, 38%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ESA%3C/text%3E%3C/svg%3E)
Shreyansh Anand
0
Reputation points
answered 2025-03-04T22:46:23.3933333+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(6.4, 20%, 10%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EKS%3C/text%3E%3C/svg%3E)
kothapally Snigdha
2,185
Reputation points Microsoft External Staff
0 answers
ProductionDowntime
My documents failed in production environment. Need to know the reason and ways to avoid it.
asked 2025-02-28T10:31:55.8533333+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(6.4, 17%, 10%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EMS%3C/text%3E%3C/svg%3E)
Mayank Sinha
0
Reputation points
edited a comment 2025-03-04T13:40:58.2+00:00
santoshkc
14,260
Reputation points Microsoft External Staff
2 answers
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…
asked 2022-01-24T10:41:45.263+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(256, 67%, 34%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ESN%3C/text%3E%3C/svg%3E)
Surya Narayana Korivipadu
21
Reputation points
edited a comment 2025-03-04T06:56:57.86+00:00
TP
118K
Reputation points
1 answer
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…
asked 2024-04-17T20:09:47.03+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(284.8, 91%, 37%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EVM%3C/text%3E%3C/svg%3E)
Valeria Margarita Espinoza Sanchez
20
Reputation points
answered 2025-02-27T10:02:25.3033333+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(313.6, 64%, 40%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EMS%3C/text%3E%3C/svg%3E)
Metamind systems
0
Reputation points
2 answers
One of the answers was accepted by the question author.
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…
asked 2024-02-28T14:42:45.1233333+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(169.60000000000002, 37%, 26%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EMA%3C/text%3E%3C/svg%3E)
Mayar Alzerki
20
Reputation points
commented 2025-02-13T09:02:30.68+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(204.8, 53%, 29%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ESG%3C/text%3E%3C/svg%3E)
Shreeraksha G
0
Reputation points
1 answer
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…
asked 2025-02-09T21:49:15.42+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(214.4, 89%, 30%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EAL%3C/text%3E%3C/svg%3E)
Andrew Lau
0
Reputation points
commented 2025-02-12T04:20:03.0733333+00:00
Saideep Anchuri
6,185
Reputation points Microsoft External Staff
1 answer
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
asked 2025-02-10T07:03:57.53+00:00
cecile naud
0
Reputation points Microsoft Employee
commented 2025-02-12T04:12:35.5833333+00:00
Saideep Anchuri
6,185
Reputation points Microsoft External Staff
2 answers
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…
asked 2023-12-11T09:28:07.0366667+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(89.60000000000001, 83%, 18%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ERN%3C/text%3E%3C/svg%3E)
Roy, Neeldeep @ Global D&T
5
Reputation points
edited an answer 2025-02-07T15:53:06.4766667+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(281.6, 76%, 37%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EA%3C/text%3E%3C/svg%3E)
Aravind
0
Reputation points
3 answers
One of the answers was accepted by the question author.
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…
asked 2024-05-02T13:50:17.3266667+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(252.8, 4%, 34%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ECL%3C/text%3E%3C/svg%3E)
Clodagh Lynch
70
Reputation points Microsoft Employee
answered 2025-01-31T17:56:45.3166667+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(224.00000000000003, 44%, 31%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EF%3C/text%3E%3C/svg%3E)
Fernando
40
Reputation points