Azure Computer Vision
An Azure artificial intelligence service that analyzes content in images and video.
379 questions
0 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
0
Reputation points
commented 2024-11-05T05:28:51.7766667+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(185.6, 95%, 27%)' 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)
Soeth, Niels
5
Reputation points
1 answer
One of the answers was accepted by the question author.
Is the code for Azure Doc Intelligence open source and available for everyone to see?
Hi, is the code for Azure Doc Intelligence, the actual code at the backend that does image processing, available for everyone to see?
asked 2024-10-27T23:47:34.8633333+00:00
Javi Guarin
40
Reputation points
accepted 2024-10-29T00:26:35.69+00:00
Javi Guarin
40
Reputation points
2 answers
Do I need to configure something to get that same endpoint that I use in local working in production?
I am using Form Recognizer to read some forms. So I've done a lot of testing on my local machine calling my Form Recognizer endpoint and it works great. But I have seen that in production, the results that come back to me are always a little different…
asked 2024-10-19T00:34:52.65+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(291.2, 60%, 38%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EDM%3C/text%3E%3C/svg%3E)
David Muñoz
0
Reputation points
answered 2024-10-25T07:24:54.7166667+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, 17%, 22%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EPP%3C/text%3E%3C/svg%3E)
Pavankumar Purilla
915
Reputation points Microsoft Vendor
1 answer
One of the answers was accepted by the question author.
Inquiry on Migration to Image Analysis v3.2 or v4.0
Hello Azure Team, We are currently using Computer Vision Image Analysis v2.0 and are planning to migrate to either v3.2 or v4.0 (linhttps://learn.microsoft.com/en-us/azure/ai-services/computer-vision/overview-image-analysis?tabs=4-0). Upon comparing…
asked 2024-10-23T20:03:45.4666667+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(147.20000000000002, 69%, 24%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EAI%3C/text%3E%3C/svg%3E)
Ashkan Izadpanah
41
Reputation points
accepted 2024-10-24T15:02:45.6733333+00:00
Ashkan Izadpanah
41
Reputation points
1 answer
OpenAPI 3.0 specification for Azure ComputerVision REST APIs
Hello Azure Team, In our existing application, we call Image Analysis v2.0 through REST API. The client classes and responses for these API calls are in Java (e.g., BoundingBox.java, Brand.java, Categories.java). We use Swagger Codegen to generate these…
asked 2024-10-23T20:18:35.6633333+00:00
Ashkan Izadpanah
41
Reputation points
answered 2024-10-24T00:12:30.5133333+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(195.2, 4%, 28%)' 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)
VasaviLankipalle-MSFT
17,636
Reputation points
0 answers
AI Vision Vectorization in Promptflow
Hi, I recently created a search index consisting of images, vectorized with the Azure AI Vision during the index creation. I now want to access the index in promptflow via the index lookup tool, but I require to use the same AI vision model for the…
asked 2024-10-16T05:40:01.4433333+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(121.6, 57.99999999999999%, 21%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ESB%3C/text%3E%3C/svg%3E)
Seah Bryan
20
Reputation points
commented 2024-10-19T15:24:26.0533333+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
9,240
Reputation points Microsoft Vendor
0 answers
Azure AI Vision Studio just refreshes
I am trying to follow this exercise https://microsoftlearning.github.io/mslearn-ai-vision/Instructions/Exercises/02-image-classification.html. But when I go to Azure AI Vision Studio: https://portal.vision.cognitive.azure.com/. The page just…
asked 2024-09-30T14:53:40.6933333+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(67.2, 79%, 16%)' 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)
maheshthangavel
0
Reputation points
commented 2024-10-18T12:44:43.7133333+00:00
maheshthangavel
0
Reputation points
2 answers
Unexpected errors for inactive resources
Hi, I have some testing Computer Vision resources that are not often used. However, I see that there are errors at regular intervals. It is visible in metrics under total errors. Do you have some Health Check requests that could cause it? For some…
![](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(268.8, 40%, 36%)' 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
Is Azure Vision API 4.0 product recognition being retired in Jan 25?
Hi, I have just received a worrying email (see screenshot below), informing us that the ***Azure AI Image Analysis 4.0 API, including Product Recognition ***is to be retired in Jan 2025. Is this True? Please can you confirm asap. We have built a…
asked 2024-09-10T10:11:09.2233333+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(198.4, 80%, 29%)' 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)
TimboBaggins
65
Reputation points
commented 2024-10-16T09:53:18.7466667+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(150.4, 73%, 24%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EP%3C/text%3E%3C/svg%3E)
PennyMx
10
Reputation points
0 answers
Why does Computer Vision extract text in a document in a different order if used locally or in production?
I am using the Computer Vision service to extract text from a scanned document. And even though I use the same endpoint locally as in production, it returns some fragments of the text in a different order. I have sent the same image scanned more than 10…
asked 2024-10-14T22:47:55.78+00:00
David Muñoz
0
Reputation points
edited the question 2024-10-15T02:53:18.68+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(224.00000000000003, 86%, 31%)' 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)
AmaranS
6,845
Reputation points Microsoft Vendor
1 answer
After making 20 calls to computer vision cloud service, the service starts to return 404 - not found
Hello Everyone, I have a rpa project(KofaxRPA) which sends parking receipt images to azure computer vision cloud service, which then reads information from image and returns the results. For the first 20 images the computer vision service works and…
asked 2024-10-08T08:58:07.0566667+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(137.6, 23%, 23%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EBC%3C/text%3E%3C/svg%3E)
Burak Cankur
0
Reputation points
commented 2024-10-10T11:40:04.6033333+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
260
Reputation points Microsoft Vendor
1 answer
One of the answers was accepted by the question author.
Azure Vision AI evaluation run error
Error: "1. Batch did not complete successfully. OutputResultWriteFailed: An unexpected error was encountered."
asked 2024-09-03T15:15:16.1666667+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
commented 2024-10-08T04:38:00.3233333+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(153.6, 24%, 24%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ENM%3C/text%3E%3C/svg%3E)
navba-MSFT
24,910
Reputation points Microsoft Employee
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
answered 2024-10-08T01:25:09.9066667+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
52,856
Reputation points
1 answer
Cognitive Services Mis-reading Text in Image
ImageExtractText.pngI am using the cognitive services Api to extract text from images. With one particular image (attached) the response is reading the 'Z' as a '2'. How do I report this bug? Thanks.
asked 2024-09-17T14:52:18.22+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(0, 49%, 10%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ESH%3C/text%3E%3C/svg%3E)
Simon Hewitt
0
Reputation points
commented 2024-09-27T13:02:00.3233333+00:00
Simon Hewitt
0
Reputation points
0 answers
Asynchronous OCR processing
Is there a way to process OCR files (Vision 4.0 or Document Intelligence) asynchronously, using a webhook callback instead of polling for completion?
asked 2024-09-25T21:18:38.2933333+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(214.4, 81%, 30%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EVU%3C/text%3E%3C/svg%3E)
victor uceda uceda
0
Reputation points
commented 2024-09-27T10:34:03.2133333+00:00
navba-MSFT
24,910
Reputation points Microsoft Employee
0 answers
Picture ocr handwritten traditional Chinese recognition erro
The v4 version of image recognition handwritten traditional Chinese, often has recognition errors such as: Below are some test diagrams
asked 2024-09-09T02:14:57.82+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(288, 99%, 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)
AD2
0
Reputation points
commented 2024-09-20T10:26:22.73+00:00
romungi-MSFT
46,831
Reputation points Microsoft Employee
1 answer
One of the answers was accepted by the question author.
Regarding the Azure AI Service Computer Vision model version 2024-02-01:
The JSON result at the following URL includes "modelVersion": "2024-02-01". https://learn.microsoft.com/en-us/azure/ai-services/computer-vision/concept-ocr How can I use this model version? I couldn't access it even after changing the…
asked 2024-09-15T01:26:12.53+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(192, 48%, 28%)' 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)
Shogo Naka
20
Reputation points
accepted 2024-09-17T08:03:56.01+00:00
Shogo Naka
20
Reputation points
1 answer
One of the answers was accepted by the question author.
How to use the latest model version for Vision OCR on Python?
When I am using the ImageAnalysisClient in my code to analyze an image and return text, the API only seem to use the 2023-10-01 model version. How can I use 2024 or later version of the Vision OCR? Here is my current code: client =…
asked 2024-09-01T19:10:29.7966667+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(275.2, 12%, 36%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EDZ%3C/text%3E%3C/svg%3E)
Danny Zhang
20
Reputation points
commented 2024-09-12T16:58:08.58+00:00
Danny Zhang
20
Reputation points
6 answers
READ OCR Bounding Box Accuracy
I am using the basic Code for the READ OCR that Microsoft gives in their getting started guide. The only modification is that I am running that program with multiprocessing with 4 cores so I am making multiple calls to the API at the same time. The…
asked 2021-03-08T15:59:38.083+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(297.6, 18%, 38%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EBS%3C/text%3E%3C/svg%3E)
Baruch Shadrouz
31
Reputation points
answered 2024-09-11T12:11:14.76+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(185.6, 71%, 27%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EET%3C/text%3E%3C/svg%3E)
Eike Thies
0
Reputation points
1 answer
How much time will it take for a Microsoft custom computer vision model to get back on website
Hi , I have recently built an image classification model with computer vision studios service called as , extract tags from images. I have particulary built a custom model in the mentioned service , it is written on the first webpage of the custom model…
asked 2024-09-06T11:58:25.6266667+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(51.2, 5%, 14%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ECB%3C/text%3E%3C/svg%3E)
Charita Bajaj
0
Reputation points
commented 2024-09-11T09:04:19.0933333+00:00
santoshkc
9,240
Reputation points Microsoft Vendor