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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. Heat Map to describe what object impact to prediction

    Heat Map is very helpful to understand what area is impacted to Object Detetion task.
    Hope we can see it at Active Learning phase via REST API call.

    14 votes
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    Under Review  ·  1 comment  ·  Web UI  ·  Flag idea as inappropriate…  ·  Admin →
  2. Allow out of sample validation (hold out) in GUI interface

    Allow out of sample validation (hold out) in GUI interface

    3 votes
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    Under Review  ·  0 comments  ·  Web UI  ·  Flag idea as inappropriate…  ·  Admin →
  3. Ability to give each image a name.

    Ability to give each image a name via the UI. Display that name when hovering over the image in the UI rather that displaying "open image detail". I have a lot of similar looking images and I want to name them by the date they were taken but I don't want the date to be a tag.

    You also need a category of UI on your suggestions box.

    4 votes
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    2 comments  ·  Web UI  ·  Flag idea as inappropriate…  ·  Admin →
    Under Review  ·  Luke Bayler responded

    Thanks for the suggestion. Just a couple of days ago we added a category for UI suggestion.

  4. Display the endpoint in the Custom AI portal

    The SDK has been recently updated, and now the TrainingApi(trainingkey) class has been replaced by the CustomVisionTrainingClient(trainingkey, endpoint=endpoint) class.
    The only way to find the endpoint in the portal is to create a project.
    That doesn't help if you want to create the project programmatically using the SDK. Here's the code you would need to write:
    from azure.cognitiveservices.vision.customvision.training import CustomVisionTrainingClient

    trainer = CustomVisionTrainingClient(TRAINING_KEY, endpoint=ENDPOINT)

    Create a new project

    print ("Creating project...")
    project = trainer.create_project("My Project")

    However, I can't determine the ENDPOINT unless I've already created the project using the UI.
    At present, the Custom Vision preview only appears…

    1 vote
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    Under Review  ·  0 comments  ·  Web UI  ·  Flag idea as inappropriate…  ·  Admin →
  5. 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 →
  6. 2 votes
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    Under Review  ·  0 comments  ·  Web UI  ·  Flag idea as inappropriate…  ·  Admin →
  7. Search for images not attached to an iteration yet.

    We upload many images into the training system by automation. Before running a new training on the images, we would like to see new images since the last iteration -- this problem could also be solved by adding a search to the UI for image upload date.

    3 votes
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    Under Review  ·  1 comment  ·  Web UI  ·  Flag idea as inappropriate…  ·  Admin →
  8. 2 votes
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    Under Review  ·  2 comments  ·  Web UI  ·  Flag idea as inappropriate…  ·  Admin →
  9. Download all images

    Button to download all images uploaded

    11 votes
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    Under Review  ·  2 comments  ·  Web UI  ·  Flag idea as inappropriate…  ·  Admin →
  10. Improve Account Selection

    On my https://customvision.ai/projects, it is now showing all my Azure accounts. (I swear it did not this weekend). But it is a bit confusing to see the "email" address labelled with onmicrosoft.com address.

    2 votes
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    Under Review  ·  0 comments  ·  Web UI  ·  Flag idea as inappropriate…  ·  Admin →
  11. Select All on Predictions view

    I would like to be able to Select All images on the current page so that I can then use the "Tag Images" button.

    Currently, I have to click on each individual checkbox to select them all.

    8 votes
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    Under Review  ·  0 comments  ·  Web UI  ·  Flag idea as inappropriate…  ·  Admin →
  12. Thumbnails are cropped, so I can't bulk-tag (I can't tag without seeing all 4 corners of image)

    On the image list pages ("Training Images" and "Predictions" tabs), the thumbnails are cropped to be square ratio. But this means I can't see the whole image.

    The "Tag Images" button is very useful, allowing me to tag images from the list view. But as a human doing the tagging, I need to be able to see the whole image.

    Possible solutions:
    1. Use zooming instead of cropping when generating the thumbnail. Just pad with white or black to make the square.


    1. Add a toggle so the user can set whether they want zoomed or cropped thumbnails.

    3 votes
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    Under Review  ·  0 comments  ·  Web UI  ·  Flag idea as inappropriate…  ·  Admin →
  13. Do Not Return to Page 1 After Editing

    When editing/deleting images from a set, the current page should remain sticky and not reset to page 1.

    Example: If I have worked through page 15 deleting unwanted images from my set, after I press "Delete" then, "Yes, delete", the gallery should remain on Page 15 so I don't have to scroll all the way back from Page 1.

    3 votes
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    Under Review  ·  0 comments  ·  Web UI  ·  Flag idea as inappropriate…  ·  Admin →
  14. Allow Project Thumbnail Editing.

    It would be helpful if we could select a specific image as a representative thumbnail of the project. The current random image is confusing when viewing all the projects on the main page.

    2 votes
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  15. Copy and Paste

    Copy and paste allow the copying and pasting of tags with ctrl-C and ctrl-V

    2 votes
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  16. Better tagging and active learning

    Hi I'm the developer of microsoft VoTT it would be great if you could integrate the following features


    • The ability to select multiple bounding boxes and tag at once by holding a hot key such as ctr or shift


    • The ablitiy to apply pretrained models for common objects such as the coco or pascal classes


    3 votes
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    Under Review  ·  0 comments  ·  Web UI  ·  Flag idea as inappropriate…  ·  Admin →
  17. Batch labelling during upload

    Upload tags/labels as a CSV file for the current batch images I am uploading. And Images should have the file name visible some how ...

    4 votes
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    Under Review  ·  1 comment  ·  Web UI  ·  Flag idea as inappropriate…  ·  Admin →
  18. Iteration history retagging

    Can we change tags from the iteration history page?

    1 vote
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    Under Review  ·  0 comments  ·  Web UI  ·  Flag idea as inappropriate…  ·  Admin →
  19. Custom Vision Predictions page - Select All

    It would be good to have a "Select All" on the Predictions Page as I have to select them individually to delete

    1 vote
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  20. Download Project / Images

    Please add a download as zip in web interface from customvision.ai for


    • export project

    • import project

    • training images / iteration

    • predicted images / iteration

    • red boxed(the ones that are not fully recognized) images / iteration

    Thanks in advance

    17 votes
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    Under Review  ·  1 comment  ·  Web UI  ·  Flag idea as inappropriate…  ·  Admin →
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