Microsoft

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. Provide clone project feature

    Provide clone project feature.
    Some time developer want to clone project and map with other Azure subscription.
    To create multiple environment like dev, test, stage, prod

    8 votes
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    2 comments  ·  Service Limits  ·  Flag idea as inappropriate…  ·  Admin →
  2. Export Object Detection

    It would be great if one could export models to iOS and other platforms while using a different domain than just General (compact) or even Object Detection.

    42 votes
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    Completed  ·  6 comments  ·  Model Exporting  ·  Flag idea as inappropriate…  ·  Admin →
  3. Team workspace

    Ability to have a shared workspace so that multiple team members can work on tagging images.

    6 votes
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    0 comments  ·  Service Limits  ·  Flag idea as inappropriate…  ·  Admin →
  4. Extension to non-US Regions

    For data-compliance requirements, it is essential to have endpoints in Europe. Is this currently possible, and if not, what is the timescale for roll-out?

    5 votes
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    2 comments  ·  Service Limits  ·  Flag idea as inappropriate…  ·  Admin →
  5. Paid (S0) plan with upper API call limits

    We can easily reach limits per day of prediction;
    Happy to subscribe paid plan (probably from Azure Portal like as other Cognitive Services APIs) with upper limits of prediction and/or other API calls

    4 votes
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    0 comments  ·  Service Limits  ·  Flag idea as inappropriate…  ·  Admin →
  6. Export Model to Open Neural Network Exchange (ONNX) Format

    It would be very useful if you could export the model into the Open Neural Network Exchange (ONNX) format. Allowing the run the model locally on non-apple devices using CNTK or other supported frameworks.

    2 votes
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    1 comment  ·  Model Exporting  ·  Flag idea as inappropriate…  ·  Admin →
  7. 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 →
  8. 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.

  9. 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

  10. 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 →
  11. Multiple object prediction

    It would be nice to have a separate prediction for each object in a picture. For example, if i have a pen and a pencil in the same picture, i would like to have probability for each object (list of tags), and probability of number of objects perhaps. Or if i have two pencils in the same pictures, etc.

    15 votes
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    1 comment  ·  Image Analysis  ·  Flag idea as inappropriate…  ·  Admin →
  12. Train the vision api with custom tags/domain specific models

    I would like the ability to train the API with custom tags.

    For instance, I would like to feed in pictures of cat breeds to 'train' the AI, then receive the breed value on an AI request.

    49 votes
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    11 comments  ·  Training  ·  Flag idea as inappropriate…  ·  Admin →
    Completed  ·  Raymond responded

    We now have this type of capability using our Custom Vision Service. You can find further details to get started on the Custom Vision Service overview page.

    https://docs.microsoft.com/en-us/azure/cognitive-services/custom-vision-service/home

    Custom Vision Service is a tool for building custom image classifiers, and for making them better over time. For example, if you want a tool that could identify images of “Daisies”, “Daffodils”, and “Dahlias”, you could train a classifier to do that. You do so by providing Custom Vision Service with images for each tag you want to recognize.

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