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Custom Vision Service

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Release Notes – Recently updated December 19.


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  1. Please Add Tensorflow JS example

    It would be great to have a tensorflow js example of classification and object detection in the same ZIP file of the model

    Thanks in Advance

    1 vote
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    0 comments  ·  Model Exporting  ·  Flag idea as inappropriate…  ·  Admin →
  2. export to azure registry

    It would be great if we could export our customvision ML directly into the Azure Container Registry

    1 vote
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    0 comments  ·  Model Exporting  ·  Flag idea as inappropriate…  ·  Admin →
  3. 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 →
  4. 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 →
  5. 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 →
  6. export tensorflowjs model

    Please add the tensorflowjs model option.

    3 votes
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    0 comments  ·  Model Exporting  ·  Flag idea as inappropriate…  ·  Admin →
  7. 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 →
  8. 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 →
  9. 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 →
  10. 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.

    5 votes
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    0 comments  ·  Model Exporting  ·  Flag idea as inappropriate…  ·  Admin →
  11. Tensorflow Model compatible with Google Coral Edge

    I wish there was a way to use the exported model on a Google Coral Edge (or are there similar devices that can run the current models?). I converted the model to tensorflow lite but was not able to convert it to a Edge TPU Model - as I'm not an specialist on these topics, I don't really know what the issue is - but probably the format just does not match the requirements for Edge TPU Models.

    1 vote
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    1 comment  ·  Model Exporting  ·  Flag idea as inappropriate…  ·  Admin →
  12. What tensorflow version is export to .pb feature using?

    Running into an error trying to use the exported model. I have the latest version of tensorflow and online forums suggest that the .pb file needs to be updated when this error is encountered
    NodeDef mentions attr 'dilations' not in Op<name=Conv2D; signature=

    1 vote
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    Under Review  ·  2 comments  ·  Model Exporting  ·  Flag idea as inappropriate…  ·  Admin →
  13. Export to ONNX 2

    The 17763 release of Windows and WinML api's aren't compatible with current ONNX exports. Please update to avoid this error:

    Type Error: Type (map(string,tensor(float))) of output arg (loss) of node (ZipMap) does not match expected type (seq(map(string,tensor(float))))

    6 votes
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    Under Review  ·  1 comment  ·  Model Exporting  ·  Flag idea as inappropriate…  ·  Admin →
  14. Intergration with VOTT

    Better integration with VOTT.

    Add Custom Vision import/export

    4 votes
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    Under Review  ·  0 comments  ·  Model Exporting  ·  Flag idea as inappropriate…  ·  Admin →
  15. Option to set approximate models size during export

    Setting constraints for exported model size. The model size usually seems to be below 3MB but I would like to control this factor a little more. What if I want to add several models to my application but I don't want it to get bulky.

    1 vote
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    Under Review  ·  0 comments  ·  Model Exporting  ·  Flag idea as inappropriate…  ·  Admin →
  16. Export model

    When do you plan to give us access to the model? Export model: Tensor flow, CNTK seems not available right now.

    6 votes
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    Under Review  ·  0 comments  ·  Model Exporting  ·  Flag idea as inappropriate…  ·  Admin →
  17. 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 →
  18. Download the TensorFlow or CoreML using the API

    Possibility to download the TensorFlow or CoreML model from the API. I don't want to publish a new App every time I need to update the model. There is any recommendation way to update the App model without new publish?
    Thanks

    2 votes
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    Under Review  ·  0 comments  ·  Model Exporting  ·  Flag idea as inappropriate…  ·  Admin →
  19. Export & Models or Download photos trained

    Due to single user limitation, would like to export & import models to other account. Or, wish if photo used for training be downloadable at once so to transplant model easily.

    13 votes
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    Under Review  ·  2 comments  ·  Model Exporting  ·  Flag idea as inappropriate…  ·  Admin →
  20. 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 →
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