Azure AI Document Intelligence
An Azure service that turns documents into usable data. Previously known as Azure Form Recognizer.
1,533 questions
1 answer
Form recognizer labelling tool (FOTT preview site) - Unable to train model after successfully labeling forms
Hi Team, I was following the instructions here: https://learn.microsoft.com/en-us/azure/cognitive-services/form-recognizer/quickstarts/label-tool?tabs=v2-1 (using the FOTT preview site that's found under "Try it out") Steps taken: …
asked 2021-05-08T21:18:45.543+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(233.6, 31%, 32%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ESS%3C/text%3E%3C/svg%3E)
Shan Sudarshan
1
Reputation point
commented 2021-05-18T04:16:54.353+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(22.400000000000002, 11%, 12%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ERM%3C/text%3E%3C/svg%3E)
Ramr-msft
17,731
Reputation points
2 answers
form recognizer: not all custom models are working
Hello All, I have trained multiple custom models and using those custom model into the following piece of code. Response<RecognizedFormCollection> forms = await client.StartRecognizeCustomFormsFromUri(modelId,…
asked 2021-03-17T02:07:27.54+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(156.8, 78%, 25%)' 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)
narendra muidili
16
Reputation points
commented 2021-05-14T17:34:15.147+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(246.4, 83%, 33%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EN%3C/text%3E%3C/svg%3E)
NM
1
Reputation point
1 answer
Is there any way to improve ocr recognition? && Is there anyway to improve the time when i call the read api?
First question: Is there any way to improve ocr recognition? I am getting a 70% success in form recognition ocr from Microsoft, what i am doing now is taking 3 images and merge them so i get close to 90%. I also set the image to GrayScale and tested…
asked 2021-05-11T13:23:54.817+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(96, 62%, 19%)' 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)
Santiago
1
Reputation point
commented 2021-05-13T08:07:44.427+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
48,586
Reputation points
2 answers
Arabic Support for Form Recogniser
Does Form Recognizer support Arabic text/table extraction? If not is this on the roadmap? I see that I am able to extract content from Arabic Digital PDF's. But the output for Scanned Arabic PDF's are worse. The Arabic text is returned in gibberish…
asked 2021-05-11T05:28:06.917+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, 43%, 38%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ESK%3C/text%3E%3C/svg%3E)
Shwetha Kumari Anantha
1
Reputation point
answered 2021-05-13T04:01:21.76+00:00
Shwetha Kumari Anantha
1
Reputation point
1 answer
Form Recognizer Performance
Hi, We ran the Form Recognizer with a custom trained model to process a 2 page pdf file. It took more than 2 min to finish. Is this normal? What should be the expected performance for the trained custom model? Thanks.
![](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, 88%, 30%)' 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)
1 answer
One of the answers was accepted by the question author.
How to train custom model for different document formats with the same set of labels?
I'm trying to understand what is the best way to train a custom model for invoices in languages not supported by the prebuilt invoice model, french as an example. As normal we will have many different invoice formats from different vendors, but in all…
asked 2021-04-23T18:51:39.367+00:00
Hugo Scaramal
41
Reputation points
commented 2021-05-04T11:59:24.543+00:00
Hugo Scaramal
41
Reputation points
3 answers
Move Form Recogniser custom model from one account to other account
I had created custom model in Azure Form Recognizer which now I want to share with another account. How can I share/move my model. One is my personal account and the other is my professional account.
asked 2020-10-28T09:45:40.723+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, 39%, 31%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EAA%3C/text%3E%3C/svg%3E)
Azure Admin
41
Reputation points
answered 2021-04-27T05:03:40.17+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(246.4, 90%, 33%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EKJ%3C/text%3E%3C/svg%3E)
Kokul Jose
316
Reputation points
3 answers
Where is Form Recognizer Model Saved? Can i download the Form Recognizer model?
Due to my custom requirement, I want Form Recognizer Model in onnx or in .h5 format. Is it possible to get the model or can i download Form Recognizer Model?
asked 2020-12-30T14:13:48.87+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(249.60000000000002, 78%, 34%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ETP%3C/text%3E%3C/svg%3E)
Tirth Patel
21
Reputation points
answered 2021-04-27T05:02:45.67+00:00
Kokul Jose
316
Reputation points
1 answer
Azure Form Recognizer - Train Custom Model Based on Local Files
From documentations it seems that Form Recognizer only supports getting training data from Storage Account. Is it possible to provide the data locally (by providing local directories)?
asked 2021-04-23T10:13:31.943+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, 46%, 38%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ERT%3C/text%3E%3C/svg%3E)
Ryan Tsang
1
Reputation point
answered 2021-04-23T13:49:47.987+00:00
romungi-MSFT
43,696
Reputation points Microsoft Employee
2 answers
Form recognizer analysis error V 2.0
I am getting the following error while running the python script to analyse a trained model with labels. "The Form Recognizer API version used to create the model and the current API version used for analyze are incompatible.
asked 2020-10-18T17:46:25.857+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, 65%, 10%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ETP%3C/text%3E%3C/svg%3E)
theertha Padman
1
Reputation point
answered 2021-04-20T10:45:14.733+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(28.799999999999997, 98%, 12%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EBI%3C/text%3E%3C/svg%3E)
Barnett, Ian
11
Reputation points
1 answer
One of the answers was accepted by the question author.
Form Recognizer Java Version and Labeling Tool Cross-Page
Good morning, I've got two questions. First one, I was working with Labeling Tool v2.1 and I bought my sample Maven Project with Java. When I tried to use my custom model, it threw an error. I found that was a problem with versions between Labeling…
asked 2021-04-16T06:50:05.717+00:00
Oriol Canadés Díez
21
Reputation points
commented 2021-04-19T06:47:16.517+00:00
Oriol Canadés Díez
21
Reputation points
1 answer
Form recogniser does not extract table data
I am trying to extract table data by training different table layout structures. But once the training is completed I am not able to fetch the table data if I am trying to analyze a new file which has a different layout. Is it a limitation from Azure…
asked 2021-04-16T14:02:34.087+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(172.8, 28.000000000000004%, 26%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EC%3C/text%3E%3C/svg%3E)
Chubsy
1
Reputation point
answered 2021-04-16T18:33:38.347+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, 45%, 30%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EGM%3C/text%3E%3C/svg%3E)
GiftA-MSFT
11,161
Reputation points
1 answer
Azure Form Recognizer duplicating text extracted from PDF
While extracting values using Azure Form Recognizer, many values are shown duplicated. I have trained a custom model labelling the appropriate key values. I find that the OCR duplicates the boxes, so that when I am labelling using the sample labeling…
asked 2021-04-09T06:28:50.92+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(163.2, 96%, 25%)' 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)
Jakub Lubowicki
1
Reputation point
answered 2021-04-09T12:16:58.48+00:00
Jakub Lubowicki
1
Reputation point
1 answer
Form Recognizer: how to analyze a form already split in multiple files (each per page) from the same multipage form
Hello, I have a form to analyze provided in three .jpg files, corrisponding each to a single page of a multipage form. I was wondering if is there possible to feed Form Recognizer with these three separated files to check if they match a label based…
asked 2021-03-22T18:56:10.467+00:00
-FrancescoFucci-
1
Reputation point
commented 2021-04-05T07:02:39.053+00:00
Ramr-msft
17,731
Reputation points
1 answer
Which AI technology can detect the type of document a pdf is?
Is there a component of Cognitive Services that can be used to detect whether a pdf is an order form vs. an invoice vs. a lab result? Thanks in advance, Eric halsey
asked 2021-04-01T20:40:40.037+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(246.4, 7.000000000000001%, 33%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EEH%3C/text%3E%3C/svg%3E)
Eric Halsey
26
Reputation points
answered 2021-04-02T01:58:42.7+00:00
GiftA-MSFT
11,161
Reputation points
1 answer
not getting invoice line items
Hello, I have extracted invoice fields using code here for prebuilt invoice model, …
asked 2021-03-22T15:22:39.493+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(144, 26%, 23%)' 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)
Vijay Mane
1
Reputation point
commented 2021-03-30T16:31:03.883+00:00
YutongTie-MSFT
48,586
Reputation points
2 answers
Building Form Recognizer with labels and output required in pdf
Hello Members, Started working Form Recognizer by building a training model for our custom pdfs sources. And trying to extract the selective tables/images from those 100 paged PDF. To train this custom model, we uploaded 10 different PDF versions…
asked 2021-03-08T16:49:00.193+00:00
amitlalazure503
26
Reputation points
commented 2021-03-27T15:08:10.927+00:00
amitlalazure503
26
Reputation points
1 answer
Form Recognizer API Compatibility Error 1027
I am getting below error. I have trained my model in labelling tool - https://fott-preview.azurewebsites.net/ . with open(path_to_sample_content, "rb") as f: poller = form_recognizer_client.begin_recognize_custom_forms(model_id =…
asked 2021-03-20T08:13:23.637+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(220.8, 3%, 31%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ERS%3C/text%3E%3C/svg%3E)
Rucha Sawarkar
1
Reputation point
commented 2021-03-26T04:57:41.95+00:00
Ramr-msft
17,731
Reputation points
0 answers
Form Recognizer Labeling Tool: Table detection Issue
As shown in the image1 1 ,the labeling tool is detecting the table structure after running OCR, but it is not detecting the entire table. Instead it is taking first 2 columns only as shown in the image2.2 Is there a way to make it capture all the 3…
asked 2021-03-12T13:24:17.327+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(134.4, 74%, 23%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ESK%3C/text%3E%3C/svg%3E)
sandeep kolisetty
1
Reputation point
commented 2021-03-25T05:26:39.017+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(112.00000000000001, 11%, 20%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ESS%3C/text%3E%3C/svg%3E)
Sandeep Satya Hanuman Kolisetty
1
Reputation point
1 answer
parsing from multiple forms in a single payload
I need to extract data from each individual form that is received when multiple forms are sent in a single payload. For example, for an Accounts Receivable department that batch sends me their daily forms. They may have 50 forms sent in one batch (such…
asked 2021-03-23T13:09:48.207+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(249.60000000000002, 9%, 34%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EBM%3C/text%3E%3C/svg%3E)
Ben Manning (etherFAX)
1
Reputation point
answered 2021-03-24T14:54:58.277+00:00
GiftA-MSFT
11,161
Reputation points