Azure Computer Vision
An Azure artificial intelligence service that analyzes content in images and video.
370 questions
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 2024-09-26T15:18:55.8866667+00:00
victor uceda uceda
0
Reputation points
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
edited the question 2024-09-26T14:27:43.3033333+00:00
Ryan Hill
28,101
Reputation points Microsoft Employee
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
60
Reputation points
edited an answer 2024-09-25T16:16:13.5866667+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(131.20000000000002, 55.00000000000001%, 22%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EEF%3C/text%3E%3C/svg%3E)
Ethan Fischer
5
Reputation points
0 answers
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
5
Reputation points
commented 2024-09-20T14:58:09.82+00:00
Khalifah Lazuardi
5
Reputation points
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
45,311
Reputation points Microsoft Employee
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
edited the question 2024-09-18T10:07:53.6233333+00:00
Simon Hewitt
0
Reputation points
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
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
accepted 2024-09-12T10:13:40.4866667+00:00
Clodagh Lynch
70
Reputation points Microsoft Employee
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
![](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
8,360
Reputation points Microsoft Vendor
1 answer
Vision Studio wont find nor create a resource due to 'missing' resource group.
When I try to do a new test with OCR of a PDF I want to drag and drop it and need to select or create a resource first. OK no problems I think, since I did another test before where I labeled and analyzed pictures in Vision Studio before. Big problem... …
asked 2024-09-11T06:28:38.0833333+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, 14.000000000000002%, 40%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EVL%3C/text%3E%3C/svg%3E)
Vincent Lenngren
0
Reputation points
edited an answer 2024-09-11T07:17:42.5033333+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
24,155
Reputation points Microsoft Employee
1 answer
One of the answers was accepted by the question author.
Quick Training on Azure Custom Vision has not been updated since 3 days
I am working on an Object detection project and I have been labeling images. I completed 4 iterations and the performance was gradually increasing as I kept adding images. But, on the 5th iteration..the performance page got stuck and has not been updated…
asked 2024-08-12T23:18:35.2066667+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, 24%, 10%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ESV%3C/text%3E%3C/svg%3E)
Sanjit Verma
20
Reputation points
accepted 2024-09-09T23:24:24.3633333+00:00
Sanjit Verma
20
Reputation points
4 answers
OCR Demo on Vision Studio performs better than API call
I've been testing out Optical Character Recognition using Azure. However, I've noticed that the online demo version performs far better than the API version. In addition, the API model version is stuck on 2023-10-01 instead of the 2024 version shown in…
asked 2024-09-01T04:32:29.5933333+00:00
Danny Zhang
20
Reputation points
commented 2024-09-06T05:19:46.33+00:00
navba-MSFT
24,155
Reputation points Microsoft Employee
1 answer
One of the answers was accepted by the question author.
Getting a preview of the image passed to Computer Vision
Is there a way to see the image that was passed to Azure Computer Vision? I've passed an image from Android CameraX ImageAnalysis (ImageProxy) but I keep getting a 400 Bad Request response, saying: The image size is not allowed to be zero or larger than…
asked 2024-08-20T05:42:18.96+00:00
Javi Guarin
20
Reputation points
accepted 2024-09-03T10:42:26.8+00:00
Javi Guarin
20
Reputation points
1 answer
how to productionize custom vision model using Azure MLOPS?
Hi, I have project requirement to build object detection model using company's dataset for manufacturing defects. I found custom vision is suitable, I trained , results look pretty good. But I have following questions to productionize this model. In…
asked 2024-08-31T23:26:29.7966667+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(115.19999999999999, 10%, 21%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EPR%3C/text%3E%3C/svg%3E)
Parthib Rathinam
0
Reputation points
answered 2024-09-02T14:14:18.4866667+00:00
santoshkc
8,360
Reputation points Microsoft Vendor
1 answer
How can I programmatically use a custom model trained on Vision Studio?
I created a custom model on Vision Studio and want to test it programmatically in a Node.js app. I used the endpoint provided under the 'Resource Management' section of my Computer Vision resource. My script is configured to use the 'Tags' feature, but…
asked 2024-08-29T01:51:21.2733333+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(240, 49%, 33%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EYL%3C/text%3E%3C/svg%3E)
Yulissa Lopez Cortes
0
Reputation points
commented 2024-09-02T14:09:32.7+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, 74%, 30%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EAM%3C/text%3E%3C/svg%3E)
AshokPeddakotla-MSFT
33,581
Reputation points
1 answer
Azure Services for Video Content Moderation
I have used several Azure services for content moderation, including Azure AI Computer Vision, Azure AI Content Safety, and Azure Video Indexer. Among these, only Video Indexer supports video moderation directly, but it also provides features like…
asked 2024-08-19T11:50:23.0033333+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(262.40000000000003, 54%, 35%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EMV%3C/text%3E%3C/svg%3E)
Mandru Venkata Durga Prasad
0
Reputation points
commented 2024-08-26T10:46:01.1366667+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(86.4, 13%, 18%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EGC%3C/text%3E%3C/svg%3E)
Gowtham CP
4,820
Reputation points
2 answers
How to find resource in Vision Studio
Hello, I am following the instructions from "Exercise - Classify images with an Azure AI Vision custom model". It seems smooth, and I successfully built a storage account and uploaded images to its container. However, I found I could not…
asked 2024-07-20T21:40:28.1466667+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(217.60000000000002, 5%, 31%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EYX%3C/text%3E%3C/svg%3E)
YUNFEI XU
5
Reputation points
answered 2024-08-26T09:36:54.35+00:00
Jesús Aryaváchin Márquez Briceño
0
Reputation points
1 answer
One of the answers was accepted by the question author.
Migrating Azure Custom Vision Prediction API to V4.0 Image Analysis
Hi everyone, We're currently using V3.0 of the Azure Custom Vision Prediction API for Image Classification and Object Detection, along with V2.0 of the OCR Read function. In order to migrate from V3.0 to V4.0, I'm aware we need to move to Vision…
asked 2024-08-21T23:44:29.7633333+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(268.8, 23%, 36%)' 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)
Chris Buley
71
Reputation points
commented 2024-08-25T22:02:07.6233333+00:00
Chris Buley
71
Reputation points