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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. 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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    Under Review  ·  0 comments  ·  Web UI  ·  Flag idea as inappropriate…  ·  Admin →
  2. 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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    Under Review  ·  0 comments  ·  Web UI  ·  Flag idea as inappropriate…  ·  Admin →
  3. 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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    Under Review  ·  0 comments  ·  Web UI  ·  Flag idea as inappropriate…  ·  Admin →
  4. Training - Allow us to crop or set bounds box for each tag

    I'd like the option to upload a single picture and tag it into multiple tags but tell the computer where in the picture to focus on what tag. This could help us get object level tagging if we wanted to take the time to train it.

    10 votes
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    Under Review  ·  4 comments  ·  Training  ·  Flag idea as inappropriate…  ·  Admin →
  5. 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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    Under Review  ·  0 comments  ·  Web UI  ·  Flag idea as inappropriate…  ·  Admin →
  6. offline prediction for .net

    The offline prediction is very vital because users don't need to connect with cloud for every prediction while they are using just their own modules

    9 votes
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    Resolved  ·  1 comment  ·  Offline Support  ·  Flag idea as inappropriate…  ·  Admin →
  7. Orientation of images

    The orientation of the image matter when using, I think it is better if there is an option to let the system know to change the orientation and train

    4 votes
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    Under Review  ·  0 comments  ·  Training  ·  Flag idea as inappropriate…  ·  Admin →
  8. Provide managed .DLL for offline classification

    It would be very helpful to be able to download the compact model as a managed .DLL that has a single .Classify method. This way we could integrate the real time model into any application.

    Maybe add GPU option and/or multicore.

    9 votes
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    Under Review  ·  0 comments  ·  Offline Support  ·  Flag idea as inappropriate…  ·  Admin →
  9. Multiple Users to access a single project

    It would be nice to see a collaboration feature - Multiple Users to access a single project . This feature exists with some of the API's undr Cognitive services umbrella.

    13 votes
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    0 comments  ·  Service Limits  ·  Flag idea as inappropriate…  ·  Admin →
  10. Multi languages for Tags

    I have an application in multi languages interfaces while it uses the same categories and the same tags .. it will be nice if possible to create tags with many languages

    2 votes
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    Under Review  ·  0 comments  ·  Language Support  ·  Flag idea as inappropriate…  ·  Admin →
  11. Capable of quality assurance scenarios

    It would be great if we can train the service to be able to inspect and detect quality defects on manufactured parts.

    2 votes
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    Under Review  ·  0 comments  ·  Image Analysis  ·  Flag idea as inappropriate…  ·  Admin →
  12. Allow temporary "burst" of images

    Currently there's a rate limit if you send too many images in a short time (what's the exact limit by the way?). I'm working on a project that does not send lots of image - but it sends about 10 or 20 withing 2-3 seconds. I then only get results for a few of them and get "Rate limit is exceeded" for the others. Would it be possible to have a limit on a daily basis instead of "x per second"?

    3 votes
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    Under Review  ·  0 comments  ·  Service Limits  ·  Flag idea as inappropriate…  ·  Admin →
  13. Tags - boolean operations

    It would be helpful to have some tools for boolean operations on tags - for example, if I have an "id" tag I'd like to select all non-id images, and perhaps combine them with other subsets. TOPCAT shows how it might go (see e.g. www.star.bris.ac.uk/~mbt/topcat/sun253/SubsetWindow.html).

    3 votes
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    Under Review  ·  1 comment  ·  Image Analysis  ·  Flag idea as inappropriate…  ·  Admin →
  14. 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.

  15. Statistical tools

    It would be great to have access to more some more basic stats on the training process - learning curves, errors, ROCs, AUC values - the more the better.

    4 votes
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    Under Review  ·  1 comment  ·  Training  ·  Flag idea as inappropriate…  ·  Admin →
  16. add custom vision to azure portal

    Please add customvision to azure portal and allow login via adfs. All the other cognitive services stuff is there except this one.

    10 votes
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    0 comments  ·  Documentation  ·  Flag idea as inappropriate…  ·  Admin →
    Completed  ·  Luke Bayler responded

    Hello,

    Custom Vision has been added to the Azure Portal and login is allowed through ADFS.

    Thanks,
    Luke

  17. Ability to upload images through an API

    Ability to upload images through an API rather than manually uploading the images through the portal.

    We have thousands of images already tagged by our users, but uploading manually by a human is tedious work. We would love to be able to preselect them in our applications and send them in batches with our predefined tags.

    8 votes
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    2 comments  ·  Image Analysis  ·  Flag idea as inappropriate…  ·  Admin →
  18. 2 votes
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    Under Review  ·  1 comment  ·  Web UI  ·  Flag idea as inappropriate…  ·  Admin →
  19. 3 votes
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    Under Review  ·  2 comments  ·  Samples & SDKs  ·  Flag idea as inappropriate…  ·  Admin →
  20. return only tags that have desired prediction probability

    more then 50% (maybe ammount given in body content).. if i tag many images of flowers and few of them has bees and others different kind of butterflies. i dont need information of bees and butterflies species that are not in the picture.

    5 votes
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    Under Review  ·  0 comments  ·  Image Analysis  ·  Flag idea as inappropriate…  ·  Admin →
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