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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. Ability to add a description to training iteration

    When starting training, add a field that allows the user to input a description of that training iteration. Useful when trying different sets of images, or a different types of images

    "Using more samples from pre-processing type X"

    1 vote
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    0 comments  ·  Web UI  ·  Flag idea as inappropriate…  ·  Admin →
  2. Flip images horizontally for detection of relative directions

    I'm trying to train a model to recognize whether the camera is facing left or right. The ability to flip images horizontally would be helpful.

    1 vote
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    0 comments  ·  Web UI  ·  Flag idea as inappropriate…  ·  Admin →
  3. Flip images horizontally for detection of relative directions

    I'm trying to train a model to recognize whether the camera is facing left or right. The ability to flip images horizontally would be helpful.

    0 votes
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    0 comments  ·  Web UI  ·  Flag idea as inappropriate…  ·  Admin →
  4. Fix bug: Cannot open the project after iteration Published error

    Fix bug in Web UI: after iteration Published error when deleting a project, I cannot click open the project until I refresh the page.

    1 vote
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    0 comments  ·  Web UI  ·  Flag idea as inappropriate…  ·  Admin →
  5. be able to zoom

    Please enable zooming in on an image to tag small features in training.

    6 votes
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    2 comments  ·  Training  ·  Flag idea as inappropriate…  ·  Admin →
  6. Allow retraining of image classification model via Python

    The custom vision documentation contains an example of how to create and train an image classification model then use it to make predictions, all in Python. It would be useful to be able to retrain already existing models using additional images in Python, as this can currently be done when viewing projects on the website but when attempting to retrain via Python just creates a new project with only the new images.
    There is also the issue that when training, training can only be completed when there are images present for all tags created, otherwise the error "CustomVisionErrorException: Not enough…

    1 vote
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    0 comments  ·  Training  ·  Flag idea as inappropriate…  ·  Admin →
  7. Rotate Images within Training Images page

    Ability to Rotate images within the Training Images area. Some of my images show with correct orientation within Windows but are rotated within Custom Vision while tagging. Might need some ability on the inference side to automatically orient images before performing inference.

    4 votes
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    0 comments  ·  Image Analysis  ·  Flag idea as inappropriate…  ·  Admin →
  8. export onnx model to set input size

    I have export a onnx model but found it's input size is 3416416
    Is it possible to set the input size for onnxruntime 1.0 to use?
    Same model is workable in onnxruntime 0.5, but not work in onnxruntime 1.0

    3 votes
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    0 comments  ·  Model Exporting  ·  Flag idea as inappropriate…  ·  Admin →
  9. 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 →
  10. 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.

    3 votes
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    1 comment  ·  Model Exporting  ·  Flag idea as inappropriate…  ·  Admin →
  11. 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 →
  12. 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 →
  13. 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.

    2 votes
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    0 comments  ·  Image Analysis  ·  Flag idea as inappropriate…  ·  Admin →
  14. export tensorflowjs model

    Please add the tensorflowjs model option.

    3 votes
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    0 comments  ·  Model Exporting  ·  Flag idea as inappropriate…  ·  Admin →
  15. 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 →
  16. 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 →
  17. 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 →
  18. 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…

    3 votes
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    0 comments  ·  Model Exporting  ·  Flag idea as inappropriate…  ·  Admin →
  19. 1 vote
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    0 comments  ·  Web UI  ·  Flag idea as inappropriate…  ·  Admin →
  20. 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.

    3 votes
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    0 comments  ·  Web UI  ·  Flag idea as inappropriate…  ·  Admin →
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