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Custom Vision Service

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API – Any ideas or feedback pertaining to features or enhancements to Custom Vision Service API.

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Release Notes – Recently updated December 19.

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  1. Could not predict model has LEFT/RIGHT side, such as left arrow / right arrow.......

    Could not predict model has LEFT/RIGHT side, such as left arrow / right arrow.......

    1 vote
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    Under Review  ·  0 comments  ·  Image Analysis  ·  Flag idea as inappropriate…  ·  Admin →
  2. Export to ONNX 2

    The 17763 release of Windows and WinML api's aren't compatible with current ONNX exports. Please update to avoid this error:

    Type Error: Type (map(string,tensor(float))) of output arg (loss) of node (ZipMap) does not match expected type (seq(map(string,tensor(float))))

    6 votes
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    Under Review  ·  1 comment  ·  Model Exporting  ·  Flag idea as inappropriate…  ·  Admin →
  3. Allow tagged areas to be downloaded as images

    Would be great if we could download the image inside the bounding box, or perform OCR etc on the box.

    7 votes
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    Under Review  ·  1 comment  ·  Image Analysis  ·  Flag idea as inappropriate…  ·  Admin →
  4. Limit JSON response to "tagName" with the highest probability

    I need the AI to return only the "tagName" with the highest probability (or a limited number by choise). This option should be possible to send along with the "Request parameter".
    There are no need to recieve a potential very large JSON string.

    This is the use case:
    I picture are uploaded to the AI to identify a specific item out of a large set of goods - this could be potentially mean hundreds of tags in use. The return JSON string will contain the prediction of all these tags, so it could be a very large JSON string.

    1 vote
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    Under Review  ·  0 comments  ·  API  ·  Flag idea as inappropriate…  ·  Admin →
  5. Upload training images from Blob storage account

    We have a solution where our end users upload images to us as part of the workflow. It is common that these images would help us further train our mode to increase confidence of matches.

    We already store uploaded images from our app. We would like the ability to code our cloud service to look at confidence levels returned for a matched object, and if those confidence levels are low, copy that image to a blob container for potential inclusion in the next training iteration.

    This capability implies that I can source training images from blob storage rather than having…

    11 votes
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    1 comment  ·  Blob Storage  ·  Flag idea as inappropriate…  ·  Admin →
  6. Intergration with VOTT

    Better integration with VOTT.

    Add Custom Vision import/export

    4 votes
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    Under Review  ·  0 comments  ·  Model Exporting  ·  Flag idea as inappropriate…  ·  Admin →
  7. Object Detection Project, LIEF training iteration limit or give more iteration quotes!!!

    We are industry subscriber, BUT under Object Detection project, we ONLY allow to have 10 iterations! PLEASE LIFT this limitation or GIVE more iteration quotes!!!!!

    2 votes
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    Under Review  ·  2 comments  ·  Service Limits  ·  Flag idea as inappropriate…  ·  Admin →
  8. Project page refresh button

    It would be great if the Projects page had a refresh button. Currently I have to refresh the page and then choose the resource group again each time.

    2 votes
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    Under Review  ·  0 comments  ·  Web UI  ·  Flag idea as inappropriate…  ·  Admin →
  9. when do you plan to increase the #tags/project? would be really helpful to know

    when do you plan to increase the #tags/project? would be really helpful to know

    6 votes
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    Under Review  ·  0 comments  ·  Service Limits  ·  Flag idea as inappropriate…  ·  Admin →
  10. Recognize Checkboxes

    While the text reader does a good job of finding text, it doesn't know what a checkbox is. Sometimes it sees the square as an "I" and sometimes as a "1" and sometimes other things or nothing at all.
    If it could figure out what is a checkbox and ideally the difference between an empty and checked checkbox, we'd really have something

    2 votes
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    Under Review  ·  0 comments  ·  Image Analysis  ·  Flag idea as inappropriate…  ·  Admin →
  11. Allow addition of text into the AI (or a new API)

    Include a new domain called "text". This should identify text in the images and allow us to then associate tags with different blocks of text.

    Alternatively, release CustomText.AI. The ease at which you can associate custom meaning to any image would be very helpful with text too (and I imagine a lot easier!)

    2 votes
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    Under Review  ·  0 comments  ·  API  ·  Flag idea as inappropriate…  ·  Admin →
  12. 2 votes
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    Under Review  ·  0 comments  ·  Web UI  ·  Flag idea as inappropriate…  ·  Admin →
  13. Object Detection Api

    Possiblity to send via query string the Probability Threshold Filter to avoid having a big json

    2 votes
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    Under Review  ·  1 comment  ·  Image Analysis  ·  Flag idea as inappropriate…  ·  Admin →
  14. 1 vote
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    Under Review  ·  0 comments  ·  Documentation  ·  Flag idea as inappropriate…  ·  Admin →
  15. Classification Type

    Please add a parameter for this to your Create Project APIs. The only way I can see to set it is via the web portal.

    Thanks.

    1 vote
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    Under Review  ·  0 comments  ·  API  ·  Flag idea as inappropriate…  ·  Admin →
  16. Create object detection project, connect it from Azure portal.

    Hi, I am new to custom vision services, I followed along image classification documentation, which is very nice and straight forward. I had some trouble connecting it with my azure subscription to remove limited trial but some how I did it. After doing so, I cannot create a new Object Detection project on my azure resource: "Object detection is on preview, use limited trail resource..".
    I think something is missing from documentation about these details. Need some help on this.
    Thanks.

    2 votes
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    Under Review  ·  0 comments  ·  Documentation  ·  Flag idea as inappropriate…  ·  Admin →
  17. tutorial on Custom Vision + Azure Functions

    Btw, I am working on a test with Azure Functions. Would be nice to see a tutorial on Custom Vision + Functions.

    3 votes
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    Under Review  ·  2 comments  ·  Documentation  ·  Flag idea as inappropriate…  ·  Admin →
  18. Import and retain filenames

    This would be useful when organizing mass datasets that have duplicate images. i.e. web applications with unique IP addresses as filenames.

    2 votes
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    Under Review  ·  0 comments  ·  API  ·  Flag idea as inappropriate…  ·  Admin →
  19. Less Restrictions for Industry Usage

    Lifting the restrictions, such as max number of predictions or training iterations, so that it would become flexible for variety of projects such as real-time video analysis.

    3 votes
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    Under Review  ·  0 comments  ·  Service Limits  ·  Flag idea as inappropriate…  ·  Admin →
  20. Option to set approximate models size during export

    Setting constraints for exported model size. The model size usually seems to be below 3MB but I would like to control this factor a little more. What if I want to add several models to my application but I don't want it to get bulky.

    1 vote
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    Under Review  ·  0 comments  ·  Model Exporting  ·  Flag idea as inappropriate…  ·  Admin →
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