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Azure Cognitive Services

Customer Feedback & Ideas for Azure Cognitive Services

Share your ideas for making Cognitive Services and the accompanying APIs work better for the applications you develop.


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To share your ideas on how we can make Cognitive Services better, click one of the categories underneath "Give Feedback" located in the sidebar menu to access the forum.


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  1. We would like Form Recognizer's Supported locales of Pre-built Receipt v2.1 to add European languages.

    We would like Form Recognizer's Supported locales of Pre-built Receipt v2.1 to add European languages. Especially, French, German, Dutch, Spanish and Italian.

    12 votes

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    0 comments  ·  Vision  ·  Flag idea as inappropriate…  ·  Admin →
  2. Form Recognizer - Return tables that span multple pages as one table

    It would be good to have an option where tables that span multiple pages, return as a single table item. This is especially useful where the continuation page does not contain the table headings.

    11 votes

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    0 comments  ·  Vision  ·  Flag idea as inappropriate…  ·  Admin →
  3. We would like Form Recognizer's Supported locales of Pre-built "Invoices" v2.1 to add European languages.

    We would like Form Recognizer's Supported locales of Pre-built "Invoices" v2.1 to add European languages. Especially, French, German, Dutch, Spanish and Italian.

    9 votes

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    0 comments  ·  Vision  ·  Flag idea as inappropriate…  ·  Admin →
  4. Azure Form Recognizer - Should be able to label table data across multiple pages

    Should be able to label table data across multiple pages even if the second page table has header.

    8 votes

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    0 comments  ·  Vision  ·  Flag idea as inappropriate…  ·  Admin →
  5. "Visualization of the current progress of the training" and "Function to stop training" in Custom Vision

    If the following features are available, training can be executed with Cutom Vision without any worries.

    • Visualization of the current progress of the training
    • Function to stop training
    7 votes

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    0 comments  ·  Vision  ·  Flag idea as inappropriate…  ·  Admin →
  6. After tagging an image the UI should return to the same page you left from, rather than resetting to Page 1.

    e.g. if you tag an image on page 630 of your selected Training Images as soon as you close the tagging dialog box the page view resets to Page 1. To get back to where you were tagging now requires hundreds of clicks to get back to the same page you were tagging, to continue.

    After the tagging dialog box the UI should return to the training images page you left.

    7 votes

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    2 comments  ·  Vision  ·  Flag idea as inappropriate…  ·  Admin →
  7. Add «cheque» to prebuilt models

    It would be really useful to have a prebuilt model for cheques, which are much more bound to a standard than current prebuilt models (invoices, business cards and receipts).

    6 votes

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    0 comments  ·  Vision  ·  Flag idea as inappropriate…  ·  Admin →
  8. Magnetic Ink Character Recognition (MICR) for cheques

    Right now, Azure Form Recognizer mistakenly interpret MICR special encoding characters as regular characters, as you can see in the attached screenshot. It would be very userful that it ignore/handle those special characters.

    6 votes

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    0 comments  ·  Vision  ·  Flag idea as inappropriate…  ·  Admin →
  9. Extract multiple forms in multipage pdf's.

    I have a multi page pdf, a it has two forms.The form recognizer is able to only extract data from one form while other is skipped.

    4 votes

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    0 comments  ·  Vision  ·  Flag idea as inappropriate…  ·  Admin →
  10. Add support for rotating images in CustomVision.ai portal

    Allow users of the portal to rotate prediction images.

    4 votes

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    0 comments  ·  Vision  ·  Flag idea as inappropriate…  ·  Admin →
  11. Export Training dataset with labels and bounding boxes in customvision.ai

    Hi,

    Would be great to add an option, in addition to export models, to save a backup of the training set: data (images) and metadata (image id, label, bounding box)

    Thanks !

    4 votes

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    1 comment  ·  Vision  ·  Flag idea as inappropriate…  ·  Admin →
  12. Add Go to End '>>', and Go to the Beginning '<<' action for Training Images displayed in Custom Vision.

    When there are many thousands of images tagged in the Training Images view of a Project there is no quick way to get the the end of the data set, or back to the beginning. It can take a great many clicks, 60 images at a time.

    A Go to End '>>', and Go to the Beginning '<<' action on this interface would help.

    4 votes

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    0 comments  ·  Vision  ·  Flag idea as inappropriate…  ·  Admin →
  13. Forms Recognizer UpdateModel

    Hi
    Would it be possible to have an update model function in the api ?
    The problem is when i train my model i get a model key.
    Then i retrain that model adding new documents and get a new key.
    I would like to have the same model key for the update training.
    Or why is that functionality not possible ?

    3 votes

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    0 comments  ·  Vision  ·  Flag idea as inappropriate…  ·  Admin →
  14. Form Recognizer – Tables - pass in expected column headings to improve row/column indexing

    In order to help the parsing of table data it would be good if I could have an option to pass the expected table column headings text, so that the row/column indexing can be improved

    2 votes

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    0 comments  ·  Vision  ·  Flag idea as inappropriate…  ·  Admin →
  15. Create model that recognises a frame or video clip using a model trained with videos

    Azure computer vision provides an impressive and helpful image recognition service at the following web site;-
    https://portal.azure.com/#create/Microsoft.CognitiveServicesCustomVision
    It would be very valuable to users if Azure was to provide a service that can detect and classify an uploaded image by comparing that with uploaded video clips. Basically have a service that trains a model using video clips, not individual images, and then predicts when presented with another image or video clip, using the same simple and helpful interface that already exists.

    2 votes

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    0 comments  ·  Vision  ·  Flag idea as inappropriate…  ·  Admin →
  16. Embed predictions to Power App

    Ability to import large volumes of data via an image library and then represent the prediction, boundary box and the categories it hit on to a model driven app.

    I.e.
    Are there lakes: no result
    Are there trees: 75% (image available with boundary box)
    Are there cargo ships: no result
    Are there Cars 80% (image available with boundary box)

    2 votes

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    0 comments  ·  Vision  ·  Flag idea as inappropriate…  ·  Admin →
  17. Confidence score for text analysis (OCR)

    It would be helpful to have a confidence score for the text analysis service

    1 vote

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    1 comment  ·  Vision  ·  Flag idea as inappropriate…  ·  Admin →
  18. Would like to be able to train Custom Vision model ignoring tags with less than 5 images

    Currently we don't see a way to train the model if a tag has less than 5 images (multiclass, single tag per image). Was hoping that passing in the selectedTags to the API with only tags that have 5 images would work but that doesn't seem to matter. We have clients that are adding new tags during the day and might not upload all 5 images before leaving for the day. Then at night when we try to re-train the model it fails because we don't have 5 images. The only way we see to make that work currently is…

    1 vote

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    0 comments  ·  Vision  ·  Flag idea as inappropriate…  ·  Admin →
  19. Fix Smart Labeler

    When I want to use the Smart Labeler by clicking on "Get Suggested Tags", I get a generic error popup"Something went wrong. We are looking into it".

    The browser console shows a blocked CORS request to login.microsoftonline.com.

    1 vote

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    1 comment  ·  Vision  ·  Flag idea as inappropriate…  ·  Admin →
  20. Ukrainian Language Support for read computer vision API

    Currently the Ukrainian language is supported in Azure translate, but not by the Computer Vision API.

    This request is for the Ukrainian language support to be added into the computer vision API so that end-to-end document processing can be supported fully within the Microsoft Azure ecosystem.

    1 vote

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    0 comments  ·  Vision  ·  Flag idea as inappropriate…  ·  Admin →
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