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Custom Vision Service

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Release Notes – Recently updated December 19.

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  1. 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 →
  2. 2 votes
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    Under Review  ·  2 comments  ·  Web UI  ·  Flag idea as inappropriate…  ·  Admin →
  3. 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 →
  4. 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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  5. 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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  6. 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 →
  7. 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 →
  8. 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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  9. 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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  10. 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 →
  11. 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 →
  12. Iteration history retagging

    Can we change tags from the iteration history page?

    1 vote
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  13. 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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  14. 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

    16 votes
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    Under Review  ·  1 comment  ·  Web UI  ·  Flag idea as inappropriate…  ·  Admin →
  15. Next picture button from picture detail screen

    I'd like to be able to advance to the next picture in whatever view I clicked on to get into the picture detail screen without closing out each time.

    3 votes
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  16. Select picture from picture detail screen

    I'd like to be able to select a picture from the picture detail screen so I don't have to go back to the previous screen just to check the box.

    2 votes
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  17. Image Details Screen -Move save and close button to the top

    At my screen resolution the save and close button keeps being pushed off the page. I now have many tags being displayed for the same picture on the prediction screen image details and I have to scroll way to the bottom to get to this button. If I change a tag I have to go looking for it way down there just to keep my tags I've added.

    1 vote
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  18. Delete a picture from picture detail screen

    The images thumbnails are small so i click on it to expand the view confirm that I want to delete this picture but then I have to close that view and go back to the thumbnails check the box and click delete. I want to just delete it from where I am at. All this clicking around is a waste of time.

    1 vote
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  19. After Training - Filter for only images under probablity threshold

    After training allow a filter to only show the red outlined pictures that don't meet the the probability threshold. I want to review them to see if I've included bad examples in the training set that need to be removed. This process is hard when there are only a few on each screen and I'm going through 10 -20 pages of pictures to find those that should possibly be deleted out of the training data set.

    1 vote
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  20. Use prediction images for training

    Prediction images appear in the web GUI, but I can't see a way to make them available from there for new training iterations (learn as you go). Is there a way - or could one be added?

    5 votes
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    1 comment  ·  Web UI  ·  Flag idea as inappropriate…  ·  Admin →
    Completed  ·  Luke Bayler responded

    You can Tag images the ‘Predictions’ tab by selecting some images and then clicking on ‘Tag’. You can also open an image and apply multiple tags to it. This will add the image to your training data set. If you want to programmatically tag images, you can use the ‘CreateImagesFromPredictions’ feature of the training API.

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