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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. Provide feature to changes subscription mapped with project

    Provide feature to changes subscription mapped with project.

    If we moved azure custom vision resources in azure portal then it exiting project not visible in portal.

    This is blocker need to fix. Project seems not working if subscription limit reached. Need to provide feature to change subscription mapping ASAP.

    Thanks, Great Api. Microsoft.
    Good Job.

    1 vote
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      0 comments  ·  API  ·  Flag idea as inappropriate…  ·  Admin →
    • Provide feature to download existing training images

      Provide feature to download existing training images

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

        1 vote
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          0 comments  ·  API  ·  Flag idea as inappropriate…  ·  Admin →
        • Display the endpoint in the Custom AI portal

          The SDK has been recently updated, and now the TrainingApi(training_key) class has been replaced by the CustomVisionTrainingClient(training_key, endpoint=endpoint) class.
          The only way to find the endpoint in the portal is to create a project.
          That doesn't help if you want to create the project programmatically using the SDK. Here's the code you would need to write:
          from azure.cognitiveservices.vision.customvision.training import CustomVisionTrainingClient

          trainer = CustomVisionTrainingClient(TRAINING_KEY, endpoint=ENDPOINT)

          # Create a new project
          print ("Creating project...")
          project = trainer.create_project("My Project")

          However, I can't determine the ENDPOINT unless I've already created the project using the UI.
          At present, the Custom Vision preview only appears to…

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

            Allow a tag to have a description ie a paragraph that describes what the tag is. This is different to the name, which is the only way currently to record info about the tag. The CustomVision.ai service should allow maintenance of the description and the API should pull back the description along with the name and score when accessing the predictions API.

            1 vote
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              0 comments  ·  API  ·  Flag idea as inappropriate…  ·  Admin →
            • Option to disable storing images predicted

              There should be a variable or header that can be sent with the prediction API call to specify that the image should NOT be saved past the initial classification/object detection.

              My use case: Want to make a game incorporating object detection, and while I love the ability to see the predictions and modify them to improve my dataset I really don't want to see people's nude photos of them messing around or anything personally identifiable.

              Aside from the result of the scan, I don't want anything to do with those images.

              1 vote
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                0 comments  ·  API  ·  Flag idea as inappropriate…  ·  Admin →
              • Provide input and output names for tensorflow models

                For certain applications (Tensorflow in Unity3D), we need to know the input_name and output_name

                I found these for the models currently generated by this service to be:
                input_name: Placeholder
                output_name: model_outputs

                I think it is useful for many devs to include this, and other information such as mean and image size when eporting to tensorflow graph.

                1 vote
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                  0 comments  ·  Documentation  ·  Flag idea as inappropriate…  ·  Admin →
                • Unclear what "compact" model means

                  When trying to click "export", it says I should select "compact" model, but there is no help or hint as of what that means, nor where I can do that.
                  Pity, because the rest of the UX is very easy.

                  1 vote
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                    0 comments  ·  Documentation  ·  Flag idea as inappropriate…  ·  Admin →
                  • Ability to annotate an uploaded image

                    CustomVision service has the ability to upload an image and assign a label to it (either via UI or API). It would be very convenient if there was an ability to annotate an uploaded photo and mark areas with labels so one image can have multiple labels (either via UI or API). Something like VIA or LABELIMG doing that.

                    And use metadata and annotations to improve predictions accuracy.

                    1 vote
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                      0 comments  ·  API  ·  Flag idea as inappropriate…  ·  Admin →
                    • A "Multiclass" equivalent for Object Detection projects

                      I often find that an object is detected under multiple different tags, each with a slightly different bounding box.

                      I'd like a feature where if there are two object detections, each with a similar bounding box location and size, only the highest confidence one is used.

                      This will ensure that an object will be "one or the other", rather than "both", similar to the way multiclass works in classification projects.

                      1 vote
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                        0 comments  ·  API  ·  Flag idea as inappropriate…  ·  Admin →
                      • add COUNTING OBJECT service please

                        please I need the ability to count objects within a picture

                        1 vote
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                          0 comments  ·  API  ·  Flag idea as inappropriate…  ·  Admin →
                        • Could not predict model has LEFT/RIGHT side, such as left arrow / right arrow.......

                          Could not predict model has LEFT/RIGHT side, such as left arrow / right arrow.......

                          1 vote
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                            0 comments  ·  Samples & SDKs  ·  Flag idea as inappropriate…  ·  Admin →
                          • 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))))

                            3 votes
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                              0 comments  ·  Language Support  ·  Flag idea as inappropriate…  ·  Admin →
                            • Allow tagged areas to be downloaded as images

                              Would be great if we could download the image inside the bounding box, or perform OCR etc on the box.

                              3 votes
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                                0 comments  ·  API  ·  Flag idea as inappropriate…  ·  Admin →
                              • Limit JSON response to "tagName" with the highest probability

                                I need the AI to return only the "tagName" with the highest probability (or a limited number by choise). This option should be possible to send along with the "Request parameter".
                                There are no need to recieve a potential very large JSON string.

                                This is the use case:
                                I picture are uploaded to the AI to identify a specific item out of a large set of goods - this could be potentially mean hundreds of tags in use. The return JSON string will contain the prediction of all these tags, so it could be a very large JSON string.

                                1 vote
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                                  0 comments  ·  API  ·  Flag idea as inappropriate…  ·  Admin →
                                • Upload training images from Blob storage account

                                  We have a solution where our end users upload images to us as part of the workflow. It is common that these images would help us further train our mode to increase confidence of matches.

                                  We already store uploaded images from our app. We would like the ability to code our cloud service to look at confidence levels returned for a matched object, and if those confidence levels are low, copy that image to a blob container for potential inclusion in the next training iteration.

                                  This capability implies that I can source training images from blob storage rather than having…

                                  4 votes
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                                    0 comments  ·  API  ·  Flag idea as inappropriate…  ·  Admin →
                                  • Intergration with VOTT

                                    Better integration with VOTT.

                                    Add Custom Vision import/export

                                    3 votes
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                                      0 comments  ·  Samples & SDKs  ·  Flag idea as inappropriate…  ·  Admin →
                                    • Object Detection Project, LIEF training iteration limit or give more iteration quotes!!!

                                      We are industry subscriber, BUT under Object Detection project, we ONLY allow to have 10 iterations! PLEASE LIFT this limitation or GIVE more iteration quotes!!!!!

                                      2 votes
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                                        1 comment  ·  API  ·  Flag idea as inappropriate…  ·  Admin →
                                      • when do you plan to increase the #tags/project? would be really helpful to know

                                        when do you plan to increase the #tags/project? would be really helpful to know

                                        3 votes
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                                          0 comments  ·  Samples & SDKs  ·  Flag idea as inappropriate…  ·  Admin →
                                        • Recognize Checkboxes

                                          While the text reader does a good job of finding text, it doesn't know what a checkbox is. Sometimes it sees the square as an "I" and sometimes as a "1" and sometimes other things or nothing at all.
                                          If it could figure out what is a checkbox and ideally the difference between an empty and checked checkbox, we'd really have something

                                          2 votes
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                                            0 comments  ·  API  ·  Flag idea as inappropriate…  ·  Admin →
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