Machine Learning

Welcome! The Azure Machine Learning team invites you to share and vote for features to help you build, manage, and deploy custom machine learning models.

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  1. OS independent Azure speech SDK (Java)

    Today, the Azure speech APIs is for some reason not OS independent. This is in particularly "strange" for the Java SDK. This prohibits easy application development on for example Redhat or Centos Linux.

    Alternative, please make the SDK source open.
    /Berndt

    1 vote
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    0 comments  ·  Flag idea as inappropriate…  ·  Admin →
  2. stop word parameter for azure text analytics api for key phrase extraction

    stop word parameter for azure text analytics api for key phrase extraction. When using Azure Text Analytics API to extract key phrases, we need mechanism to provide exclude list or stop words.

    1 vote
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  3. cognitive service

    Put cognitive service as service-endpoint in network configuration to restrict access to the given endpoint at a single private network.
    Some functionalities are async like recognizeText, and the data can be confidential. Currently they are just protected by a single string in a header http request -> Ocp-Apim-Subscription-Key, it's not sufficient.

    1 vote
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    0 comments  ·  Flag idea as inappropriate…  ·  Admin →
  4. show the Cognitive Services free tier in its Pricing page

    The Cognitive Services pricing page shows that every Cognitive Service call is chargeable https://azure.microsoft.com/en-us/pricing/details/cognitive-services/. But the Pricing Calculator at https://azure.microsoft.com/en-us/pricing/calculator/ shows that there is a Free tier. Please standardise your documentation.

    1 vote
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    0 comments  ·  Flag idea as inappropriate…  ·  Admin →
  5. MT-DNN/BERT include in Azure AI Studio Visual Interface

    Many projects currently need to use either MT-DNN or BERT Semantic Model , but currently inside AI Studio visual interface is not available, that gives added advantage to other AI Platforms such as DataRobot /other AI Platforms. Even my project I badly need MT-DNN or BERT , so please quickly add MT-DNN or BERT in the visual interface of AI Studio.As per Mckinsey /Gardner there is a chat bot revolution , so MT-DNN/BERT is very important for Azure AI Studio.

    1 vote
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    0 comments  ·  Flag idea as inappropriate…  ·  Admin →
  6. Add Speech Service method to support knowing when speech is done

    Text to speech is a great feature of this service. However, we really need a way to know when the speech is complete. Either add another method that is not async and returns when the text has been completely spoken, or provide a method to check in a loop....

    or let me know how this can be done today. Thanks.

    1 vote
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    0 comments  ·  Flag idea as inappropriate…  ·  Admin →
  7. Computer Vision OCR support for vertical words

    Computer Vision OCR should also recognize vertical words like:
    T
    E
    S
    T

    15 votes
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    0 comments  ·  Flag idea as inappropriate…  ·  Admin →

    Dear Azure Customer,

    Thanks for the feedback on Azure content. We are happy to help but this channel is reserved for feedback on Azure Machine Learning services & features.
    For the best possible response, we recommend posting your feedback on https://cognitive.uservoice.com/forums/430309-computer-vision-api the right place for Azure translator where one of our capable engineers will engage asap.
    We will now close this feedback on UserVoice but hope to engage with you further via one of the support channels mentioned above.

    Thank you for understanding. 
    Azure CXP Community

  8. add language codes to MT translator

    : NO is a valid code for Norwegian, and EN is valid for English. Why does MT not recognize one of them? I use MT via Wordfast translation portal.
    The translation engine gives an error message that "one of the languages is not supported".

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

    Dear Azure Customer,

    Thanks for the feedback on Azure content. We are happy to help but this channel is reserved for feedback on Azure Machine Learning services & features.

    For the best possible response, we recommend posting your feedback on https://cognitive.uservoice.com/forums/558796-translator the right place for Azure translator where one of our capable engineers will engage asap.

    We will now close this feedback on UserVoice but hope to engage with you further via one of the support channels mentioned above.

    Thank you for understanding.
    Azure CXP Community

  9. Speech recognition Retrict words to custom list only.

    It will be great to create our own list of words.
    And restrict the result only to this lit of words.

    Actually by creating a custom endPoint, it add the list to the global vocabulary, but for my use, I need to restrict to my endpoint.

    Thanks

    1 vote
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    closed  ·  1 comment  ·  Flag idea as inappropriate…  ·  Admin →
  10. Python, OpenCv and Cognition Services

    Good Morning
    I would like to know how to use python, OpneCV and cognition services, I am learning ML and Cloud, I read the azure document, but there are some doubts.

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

    Dear Azure Customer,

    Thanks for the question. We are happy to help but this channel is reserved for feedback on Azure services & features.

    For the best possible response, we recommend posting your question on cognitive.uservoice.com/forums/430309-compu.. where one of our capable engineers will engage asap.

    We will now close this issue on UserVoice but hope to engage with you further via one of the support channels mentioned above.

    Thank you for understanding.
    Azure CXP Community

  11. Azure OCR unable to detect roman character “I” and “II”

    I have an image, as attached.

    I am using Azure Computer Vision API - v2.0, combination of Recognize Text API(POSt) and Get Recognize Text Operation Result(GET) as mentioned in https://westcentralus.dev.cognitive.microsoft.com/docs/services/5adf991815e1060e6355ad44/operations/587f2c6a154055056008f200. to detect text characters in the image.

    Currently it is able to detect all the characters except letter I and II. Can someone help?

    3 votes
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    1 comment  ·  Flag idea as inappropriate…  ·  Admin →

    Dear Azure Customer,

    Thanks for the question. We are happy to help but this channel is reserved for feedback on Azure services & features.

    For the best possible response, we recommend posting your question on cognitive.uservoice.com/forums/430309-compu.. where one of our capable engineers will engage asap.

    We will now close this issue on UserVoice but hope to engage with you further via one of the support channels mentioned above.

    Thank you for understanding.
    Azure CXP Community

  12. Azure OCR unable to detect roman character “I” and “II”

    I have an image, as attached.

    I am using Azure Computer Vision API - v2.0, combination of Recognize Text API(POSt) and Get Recognize Text Operation Result(GET) as mentioned in https://westcentralus.dev.cognitive.microsoft.com/docs/services/5adf991815e1060e6355ad44/operations/587f2c6a154055056008f200. to detect text characters in the image.

    Currently it is able to detect all the characters except letter I and II. Can someone help?

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

    Dear Azure Customer,

    Thanks for the question. We are happy to help but this channel is reserved for feedback on Azure services & features.

    For the best possible response, we recommend posting your question on https://cognitive.uservoice.com/forums/430309-computer-vision-api where one of our capable engineers will engage asap.

    We will now close this issue on UserVoice but hope to engage with you further via one of the support channels mentioned above.

    Thank you for understanding.
    Azure CXP Community

  13. LUIS bulk edit option

    Bulk edit(uploading of utterances in bulk) option in LUIS is not found as easier in other platforms . Here through API also each time it creates a different APP ID where in again it has to be updated in azure and restart the app.
    Any other option LUIS has to upload utterances in bulk without changing the existing APP id/ model id

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

    Dear Azure Customer,

    Thanks for the question. We are happy to help but this channel is reserved for feedback on Azure services & features.

    For the best possible response, we recommend posting your question on cognitive.uservoice.com/forums/551524-langu.. where one of our capable engineers will engage asap.

    We will now close this issue on UserVoice but hope to engage with you further via one of the support channels mentioned above.

    Thank you for understanding.
    Azure CXP Community

  14. Hi Team I am unable to install some packages

    install.packages("data.table")
    install.packages("ranger")
    install.packages("dtwclust")

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

    Dear Azure Customer,

    Thanks for the question. We are happy to help but this channel is reserved for feedback on Azure services & features.

    For the best possible response, we recommend posting your question on https://social.msdn.microsoft.com/Forums/en-US/home?forum=AzureMachineLearningService where one of our capable engineers will engage asap.

    We will now close this issue on UserVoice but hope to engage with you further via one of the support channels mentioned above.

    Thank you for understanding.
    Azure CXP Community

  15. Increase LUIS Utterance character limit

    Increase the current character limit of a LUIS Utterance from 500 to 1000

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

    Dear Azure Customer,

    Thanks for the question. We are happy to help but this channel is reserved for feedback on Azure services & features.

    For the best possible response, we recommend posting your question on cognitive.uservoice.com/forums/551524-langu.. where one of our capable engineers will engage asap.

    We will now close this issue on UserVoice but hope to engage with you further via one of the support channels mentioned above.

    Thank you for understanding.
    Azure CXP Community

  16. Move free workspace to another region?

    I have a free workspace which is currently in the South Central US region. How can I move this to my local region (West Europe)?

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

    Dear Azure Customer,

    Thanks for the question. We are happy to help but this channel is reserved for feedback on Azure services & features.

    For the best possible response, we recommend posting your question on https://social.msdn.microsoft.com/Forums/en-US/home?forum=AzureMachineLearningService where one of our capable engineers will engage asap.

    We will now close this issue on UserVoice but hope to engage with you further via one of the support channels mentioned above.

    Thank you for understanding.
    Azure CXP Community

  17. Where can I open an issue against Azure ML Studio

    I use Azure ML Studio with Python script execution. I got the following error:
    ```
    Error Message: Execute Python Script RRS : Error 0085: The following error occurred during script evaluation, please view the output log for more information:
    ---------- Start of error message from Python interpreter ----------
    Caught exception while executing function: Traceback (most recent call last):
    File "\server\InvokePy.py", line 113, in executeScript

    buf = pipe.read_buffer()
    

    File "C:\server\PipeProtocol.py", line 73, in read_buffer

    return bytearray(self.read_string())
    

    MemoryError
    ```
    Where can I open an issue against Azure ML Studio?

    1 vote
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    closed  ·  1 comment  ·  Flag idea as inappropriate…  ·  Admin →
  18. DataStore Support HDFS attach

    Simply, I want to reduce file copy to blob. Also to enable more secure environment.

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

    Dear Azure Customer,
    Thanks for the question. We are happy to help but this channel is reserved for feedback on Azure services & features for Azure Machine Learning.
    For the best possible response, we recommend posting your question on https://social.msdn.microsoft.com/Forums/en-US/home?forum=AzureDataFactory where one of our capable engineers will engage asap.
    We will now close this issue on UserVoice but hope to engage with you further via one of the support channels mentioned above.
    Thank you for understanding.
    Azure CXP Community

  19. Workspace ARM resource should repair missing permissions on other Azure objects (e.g. Key Vault)

    The Microsoft.MachineLearningServices/workspaces ARM resource should be able to fix missing permissions on Azure resources it depends on (such as Key Vault access policy) when it is redeployed.

    Currently, the ML Workspace creates a AAD Service Principal for itself and assigns it at least these permissions (and perhaps more) during provisioning:
    - Contributor access to the Resource Group
    - Contributor access to the Container Registry
    - an access policy in the Key Vault allowing all operations except Purge
    - Storage Blob Data Contributor access to the Storage Account

    However, if anything happens to these permissions (for example, the Key Vault access…

    12 votes
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    1 comment  ·  Flag idea as inappropriate…  ·  Admin →

    Hi Azure Customer,

    Thank you for your feedback and providing this insight to us. This Service API exists, you can use CLI “az ml workspace sync-keys” to do it. We have opened a item to improve the discoverability through Azure Portal for customer.

    Regards,
    Azure CXP Community

  20. Add FQDN as a parameter in Azure ML Webservice.deploy_from_image/model

    An Azure ML web service deployed to ACI gives you an IP address to request response. However, this IP address can change on its own because of some Azure Internal Events on ACI.

    The Azure Container Instance (ACI) allows you to define a FQDN which binds to the underlying IP address so that you don't have to deal with the IP Address. However, it is proving impossible to update the Azure ML deployed ACI because of various issues. If FQDN can be added as a parameter in Webservice.deployfromimage which binds to the ACI container's FQDN, this would solve…

    88 votes
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    1 comment  ·  Flag idea as inappropriate…  ·  Admin →
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