Microsoft

Form Recognizer

  1. Add the ability to train a model with a blob larger than 4mb

    I am trying to use Microsoft Form Recogniser to get the key value pairs from medical forms. However there are a number of different types of form and cannot currently train an accurate enough model to use with the current size limit.

    10 votes
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  2. Recognize Checkbox and Signature sections

    We have a number of paper forms that are completed by staff. The forms include checkboxes. We need to confirm that the checkboxes have been checked.

    Additionally, we require the form to be signed by the person completing it. We'd like to confirm that a mark has been made in the signature area.

    It would be great if there was a way that Form Recognizer could just register that a pen mark has been made in a certain area, even if it can't read it (e.g. a signature or a tick in a box)

    22 votes
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  3. Manual Training

    Make it trainable (maybe with a UI) where users can manually point or map fields they need. We have tons of different templates of Invoices but we basically need only the main fields on the Invoice recognized, and currently we have no way of pointing out what we need and with the 50 pages\4 Mb per model and we feel very limited.

    Maybe a way of saying Invoice #, or Invoice No. or Inv# should be mapped to Invoice Number for all of the results for this model; this would be of much help when extracting data from different Invoice…

    29 votes
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  4. Cognitive Service Container with V2.0 Support

    The containers provided are with V1.0 API and all limitations ( no Layout API, 4Mb Dataset for training, ...).
    When containers will be updated for V2.0 API ?

    Thx

    5 votes
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  5. Roadmap

    Are you able to disclose what the roadmap is for the Form Recognizer product? I'm particularly interested in using the Custom Model and Labelling Tool.

    5 votes
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  6. Form with tables, checkboxes, and whole lot of square boxes

    I have trained my form recognizer model using all the requirements and tips provided in documentation. However, the output is not good at all.
    The form that I am trying to train on is attached (empty version). I have used 2 filled in forms as well as per requirements.
    The form has two small tables at the top - even these haven't been read correctly. And then there are whole lot of square boxes (representing one character) to fill in details of the users. The boundaries of these square boxes are being read either as 1 or as a dash…

    5 votes
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  7. Release date for V2 including local container support?

    For planning purposes we need to know when V2 is planned to be released. We also need to use the local container version so we need to know if the release of that will be different than V2 GA. Ideally we would like to test the local V2 container prior to GA.

    3 votes
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  8. Reinforcement learning

    whenever something is wrong I want the model to learn

    2 votes
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  9. Test Form in Azure Portal

    The Azure Portal should have some testing UI, with uploading a pdf and start the request.

    2 votes
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  10. Handwritten forms

    We need an ability to extract key-value pairs from a form which is hand filled or hand written. For example - an insurance claim form which is filled in by a person or an agent. Is some work being done on this ?

    3 votes
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  11. Support well known tax forms as pre-built form

    Start supporting well known tax forms i.e. w2, 1099 forms etc as pre-built forms so users don't have to create custom model for it and train them.

    3 votes
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  12. How to label a table in a form?

    In the Azure form recognizer official website "https://azure.microsoft.com/en-in/services/cognitive-services/form-recognizer/" few examples have tables in the sample file. In output also we have an attribute called table in sample json. Please guide us in labeling a table in a custom layout form.

    2 votes
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  13. Increase limit of number of samples for custom training

    We understand that the number of samples for custom training is currently limited to 50. We hope that by providing more samples, the model would be more accurate in the end on large volumes, so would it be possible to raise that limit?

    8 votes
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  14. 1 vote
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  15. Recognizing form regions

    At the moment we don't have features like recognizing checkboxes, radio buttons, signatures, etc.

    Can form recognizer recognize a region of the form, so we can cut that part out and put for further processing?

    For example, I would like to know where on the document are the radio button questions, so that I know in which area I need to do custom processing.

    1 vote
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  16. Separate hand written text from printed text

    Occasionally, OCR puts together printed and handwritten text as a single tag. I would like them to be separate.

    For example:

    Compay Handwritten company name

    Printed text is usually the label while the handwritten text is what we are looking for.

    1 vote
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  17. Ignore dotted lines

    When analyzing our user feedback form, I realized that the dotted line is occasionally recognized either as "........" or "**********".

    Can we train it to ignore those?

    Here is an example of an empty form: https://www.ssw.com.au/ssw/standards/forms/SSWEvaluationSurvey.pdf

    1 vote
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  18. Prebuilt receipts doesn't recognize logo'd merchant names

    If a receipt only has the merchant logo and not the merchant name on a receipt, the prebuilt receipt model returns nothing for the MerchantName.
    For example, Home Depot has their logo and "The Home Depot" in reverse font on their logo but the OCR doesn't pick it up.

    2 votes
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  19. Prebuilt receipts doesn't recognize invoice style receipts

    Many businesses have 8.5x11 invoice style receipts (parts stores, rental businesses, service businesses, etc.). The prebuilt receipts model returns no data on these even though they are accepted with no errors.

    2 votes
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  20. Predefined invoice Models

    at the moment I have no working protoype
    I see "training a model" in docu
    But why should I train a model for invoices, If language and location is dedected, invoices follows specific rules- Tax, tax id and so one. My expectiation is: seems to be a German Invoice, take fitting model to extract data

    1 vote
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