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Custom Vision Service

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Release Notes – Recently updated December 19.

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  1. Web UI: enable filter by subscription and saving the 'Resource' filter

    Unable to filter projects by subscription, which means I'm seeing a lot of projects by default in my portal when I log in for whichever subscription I may be a part of.

    There is a 'Resource' filter on the web ui, but no way to persist, save that filter. So every time you go back to the UI you end up with a full list of projects which may not be yours.

    1 vote
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    0 comments  ·  Web UI  ·  Flag idea as inappropriate…  ·  Admin →
  2. Exporting Tensorflow model for Object detection

    There seems to be some new updates for exporting an object detection model. I am unable to export a TF model with or without specifieng the flavor using .net sdk. Once i try that from the sdk, that itteration also gets stuck in the exporting model for ever even in the CustomVision portal.

    2 votes
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    0 comments  ·  Model Exporting  ·  Flag idea as inappropriate…  ·  Admin →
  3. Export CoreML3 model

    Could you please support CoreML3 model format.
    To improve the implementation of object detection models in iOS apps.

    1 vote
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    0 comments  ·  Model Exporting  ·  Flag idea as inappropriate…  ·  Admin →
  4. Smart Labeler Preference

    The following public information does not hit with the string "Smart Labeler".

    <https://docs.microsoft.com/bs-cyrl-ba/azure/cognitive-services/custom-vision-service/suggested-tags>

    I know it's synonymous with "Suggested Tags," but people who don't know this feature get confused because web portal settings page displays it as "Smart Labeler Preference".
    Could you fix the document so that you can search in Smart Labeller?

    1 vote
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    0 comments  ·  Documentation  ·  Flag idea as inappropriate…  ·  Admin →
  5. measure object geometry in image

    Can custom vision measure object geometry from images? Since the face recognition service can identify and create polygons of face features, one may consider custom vision can do the same for specified features. Extract those polygons with some reference dimension units. The object of interest can be represented by the polygons and the dimensions can be approximated or estimated. Then use custom vision to quantify object size.

    1 vote
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    0 comments  ·  Image Analysis  ·  Flag idea as inappropriate…  ·  Admin →
  6. export tensorflowjs model

    Please add the tensorflowjs model option.

    2 votes
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    0 comments  ·  Model Exporting  ·  Flag idea as inappropriate…  ·  Admin →
  7. endpoint

    It's so irritating not able to get an endpoint after train a model

    2 votes
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    0 comments  ·  API  ·  Flag idea as inappropriate…  ·  Admin →
  8. Exporting the Custom Vision Projects

    Hi ,

    We have tried the other options of exporting the Custom Vision Model

    It appears that , when models are exported from Custom Vision Projects , those may be built in the older versions

    For Azure ML :

    We are unable to find the steps shared in the zip file
    I am able to create the image with latest version of Azure ML but while publishing as a service model crashes as this could be due to models created in older version.

    For Tensorflow:

    Though I have updated it to the latest version Tensorflow 2.0 , the documentation shared…

    1 vote
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    0 comments  ·  Documentation  ·  Flag idea as inappropriate…  ·  Admin →
  9. Group tags

    I tagged some images and discovered that those tags are too specific. I would like to merge one or more tags. Do I need to label each image again? Couldn't I rename a tag to a name that already exists and group them?

    If I try to rename a tag to another existing name, it shows me an error that this tag name already exists

    3 votes
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    0 comments  ·  Samples & SDKs  ·  Flag idea as inappropriate…  ·  Admin →
  10. Publish/document the conf files used by the Model exporter/builder

    I'd like to use the exported model w/OpenCV DNN. On edge devices, the OpenCV DNN is much faster and less processor intensive than the tensorflow lib. The OpenCV DNN works with TensorFlow models from other trainers, and I think it'll work with the Azure Custom Vision models, but they need some tweaks. This repo: https://github.com/opencv/opencv/wiki/TensorFlow-Object-Detection-API has a converter tool but requires the config parameters used for training. The repo has a bunch of sample config files (https://github.com/tensorflow/models/tree/master/research/object_detection/samples/configs), but it's not clear which config settings the Custom Vision trainer uses. Could you provide the config file/settings in your github…

    2 votes
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    0 comments  ·  Model Exporting  ·  Flag idea as inappropriate…  ·  Admin →
  11. 1 vote
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    0 comments  ·  Web UI  ·  Flag idea as inappropriate…  ·  Admin →
  12. When tagging and adjusting object location in image details, please retain the page the user is on after closing the image details modal.

    When tagging and adjusting object location in image details, please retain the page the user is on after closing the image details modal dialog. As you go through all the images to tag or make adjustments to the object locations it is very frustrating to lose the page the you were on after closing the dialog.

    1 vote
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    0 comments  ·  Web UI  ·  Flag idea as inappropriate…  ·  Admin →
  13. Do iterations build on each other?

    When using Advanced Training, do iterations build on each other or does each iteration get trained starting from scratch? E.g. if I train Iteration 1 for 10 hours, and then train Iteration 2 for 1 hour with exactly the same training data, will Iteration 2 have better or worse results than Iteration 1? Assuming the iterations do build on each other, will Iteration 2 be equally good as if I had just done a single 11-hour iteration, or is there a fixed overhead that happens in order to start an iteration? (E.g. if the iterations build on each other but…

    2 votes
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    0 comments  ·  Documentation  ·  Flag idea as inappropriate…  ·  Admin →
  14. Enable Versioning Of Exported Model

    Is there any way to version the model file? As we iterate, there does not seem to be anyway to identify the exported ONNX model by iteration, version, etc. To be clear I do not mean the Version used to create the model...but rather as we add images and retrain...the version of the result. The LearningModel class has a Version property but it seems to always return 0.

    1 vote
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    0 comments  ·  Model Exporting  ·  Flag idea as inappropriate…  ·  Admin →
  15. Auto-suggest tags

    Object Detection learns actively and starts making region suggestions as the user goes along. Please please add the ability to suggest tags for Image Classification! This would really speed up our tagging scenarios.

    4 votes
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    0 comments  ·  Web UI  ·  Flag idea as inappropriate…  ·  Admin →
  16. Proper Tooling for Multiple Users

    UI Wishlist:


    1. After tagging, the user is returned to the first page, every time. Complete nightmare if you are working through a batch of 1000s.


    2. Permissions: Users should be restricted in their ability to download / train / add / delete images - for audit purposes it needs to be possible to restrict to tagging only.


    3. Images should be tagged automatically with user name. At the moment we waste one tag per username by way of a nuisance parameter (with associated training expense too).


    4. Cross-checking: If one user tags an image, they have no handle by which to refer to…

    2 votes
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    0 comments  ·  Web UI  ·  Flag idea as inappropriate…  ·  Admin →
  17. Select subset of data for Training

    I would like the ability to select a subset of images for Training, to enable my own cross-validation. Right now I don't think I have any control over which specific images are included in the model, unless I delete them (for later re-importing).

    2 votes
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    0 comments  ·  Training  ·  Flag idea as inappropriate…  ·  Admin →
  18. Deploy General Model in Different Resource Group

    Since General Model has better accuracy, it should be possible to download model artefacts such as model in a .pb or .pkl file so that it can be deployed in a different environment or a different resource group.

    5 votes
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    0 comments  ·  Model Exporting  ·  Flag idea as inappropriate…  ·  Admin →
  19. Add the functionality for download all the photos you uploaded

    It would be nice to be able to download all the photos I have uploaded in my custom vision.ai project.

    4 votes
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    0 comments  ·  Model Exporting  ·  Flag idea as inappropriate…  ·  Admin →
  20. Add Trigger Capability

    I am using an Azure Function to push images into Custom Vision from Azure Blob Storage in order for it to be labelled via the GUI.

    We would like to subscribe to an event stream/message queue for when a label has been applied/updated so that we can respond appropriately.

    A mechanism for an Azure Function to trigger on this would be amazing.

    Alternatively if we have to poll periodically we would like a way to identify which images have had labels applied/modified since the last iteration - is there a workaround to do this?

    1 vote
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    0 comments  ·  API  ·  Flag idea as inappropriate…  ·  Admin →
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