Microsoft

Custom Vision Service

Welcome to the Custom Vision Service API Forum

Categories

API – Any ideas or feedback pertaining to features or enhancements to Custom Vision Service API.

Documentation – Any ideas or suggestions for the API Reference or Documentation.

Language Support – Submit a request to have a particular language supported.

Samples & SDK Request – Let us know if you would like to see a Code sample or SDK provided.

Release Notes – Recently updated December 19.

How can we improve Custom Vision Service?

(thinking…)

Enter your idea and we'll search to see if someone has already suggested it.

If a similar idea already exists, you can support and comment on it.

If it doesn't exist, you can post your idea so others can support it.

Enter your idea and we'll search to see if someone has already suggested it.

  1. 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
    Sign in
    Check!
    (thinking…)
    Reset
    or sign in with
    • facebook
    • google
      Password icon
      Signed in as (Sign out)

      We’ll send you updates on this idea

      1 comment  ·  API  ·  Flag idea as inappropriate…  ·  Admin →
    • Prediction API: Is there an example with base64 encoded image?

      I have tried the Prediction API with image (Content-Type: application/octet-stream) and URL (Content-Type: application/json) and these work great! I am looking for an example where I can use a base64 encoded string representation of the image with the prediction api.

      1 vote
      Sign in
      Check!
      (thinking…)
      Reset
      or sign in with
      • facebook
      • google
        Password icon
        Signed in as (Sign out)

        We’ll send you updates on this idea

        0 comments  ·  API  ·  Flag idea as inappropriate…  ·  Admin →
      • Prediction API: Is there an example with base64 encoded image?

        I have tried the Prediction API with image (Content-Type: application/octet-stream) and URL (Content-Type: application/json) and these work great! I am looking for an example where I can use a base64 encoded string representation of the image with the prediction api.

        1 vote
        Sign in
        Check!
        (thinking…)
        Reset
        or sign in with
        • facebook
        • google
          Password icon
          Signed in as (Sign out)

          We’ll send you updates on this idea

          0 comments  ·  API  ·  Flag idea as inappropriate…  ·  Admin →
        • Additional Documentation - Object Detection Model Export

          Hello,

          Could you please provide detailed documentation regarding the integration of an exported model to CoreML. Currently, the model registers an output of a multi-dimensional array. Can the output be more defined so that it is more clear when integrated into iOS.

          1 vote
          Sign in
          Check!
          (thinking…)
          Reset
          or sign in with
          • facebook
          • google
            Password icon
            Signed in as (Sign out)

            We’ll send you updates on this idea

            0 comments  ·  Documentation  ·  Flag idea as inappropriate…  ·  Admin →
          • How can we create a negative tag using the API ?

            I see that we can change the type (negative or non-negative) using the UI interface but not with the API.

            1 vote
            Sign in
            Check!
            (thinking…)
            Reset
            or sign in with
            • facebook
            • google
              Password icon
              Signed in as (Sign out)

              We’ll send you updates on this idea

              1 comment  ·  API  ·  Flag idea as inappropriate…  ·  Admin →
            • change the Dockerfile to include the -u for logging

              The Dockerfile, when exporting a Linux Container, has the command:

              CMD python app.py

              this is buffering the output of the app.py command, so you do not see the logged items as needed.

              If you change this to:

              CMD python -u app.py

              It will not buffer the output.

              1 vote
              Sign in
              Check!
              (thinking…)
              Reset
              or sign in with
              • facebook
              • google
                Password icon
                Signed in as (Sign out)

                We’ll send you updates on this idea

                0 comments  ·  Samples & SDKs  ·  Flag idea as inappropriate…  ·  Admin →
              • Ability to give each image a name.

                Ability to give each image a name via the UI. Display that name when hovering over the image in the UI rather that displaying "open image detail". I have a lot of similar looking images and I want to name them by the date they were taken but I don't want the date to be a tag.

                You also need a category of UI on your suggestions box.

                3 votes
                Sign in
                Check!
                (thinking…)
                Reset
                or sign in with
                • facebook
                • google
                  Password icon
                  Signed in as (Sign out)

                  We’ll send you updates on this idea

                  1 comment  ·  API  ·  Flag idea as inappropriate…  ·  Admin →
                • 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
                  Sign in
                  Check!
                  (thinking…)
                  Reset
                  or sign in with
                  • facebook
                  • google
                    Password icon
                    Signed in as (Sign out)

                    We’ll send you updates on this idea

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

                    Provide feature to download existing training images

                    1 vote
                    Sign in
                    Check!
                    (thinking…)
                    Reset
                    or sign in with
                    • facebook
                    • google
                      Password icon
                      Signed in as (Sign out)

                      We’ll send you updates on this idea

                      1 comment  ·  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

                      2 votes
                      Sign in
                      Check!
                      (thinking…)
                      Reset
                      or sign in with
                      • facebook
                      • google
                        Password icon
                        Signed in as (Sign out)

                        We’ll send you updates on this idea

                        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
                        Sign in
                        Check!
                        (thinking…)
                        Reset
                        or sign in with
                        • facebook
                        • google
                          Password icon
                          Signed in as (Sign out)

                          We’ll send you updates on this idea

                          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.

                          2 votes
                          Sign in
                          Check!
                          (thinking…)
                          Reset
                          or sign in with
                          • facebook
                          • google
                            Password icon
                            Signed in as (Sign out)

                            We’ll send you updates on this idea

                            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
                            Sign in
                            Check!
                            (thinking…)
                            Reset
                            or sign in with
                            • facebook
                            • google
                              Password icon
                              Signed in as (Sign out)

                              We’ll send you updates on this idea

                              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
                              Sign in
                              Check!
                              (thinking…)
                              Reset
                              or sign in with
                              • facebook
                              • google
                                Password icon
                                Signed in as (Sign out)

                                We’ll send you updates on this idea

                                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.

                                2 votes
                                Sign in
                                Check!
                                (thinking…)
                                Reset
                                or sign in with
                                • facebook
                                • google
                                  Password icon
                                  Signed in as (Sign out)

                                  We’ll send you updates on this idea

                                  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
                                  Sign in
                                  Check!
                                  (thinking…)
                                  Reset
                                  or sign in with
                                  • facebook
                                  • google
                                    Password icon
                                    Signed in as (Sign out)

                                    We’ll send you updates on this idea

                                    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
                                    Sign in
                                    Check!
                                    (thinking…)
                                    Reset
                                    or sign in with
                                    • facebook
                                    • google
                                      Password icon
                                      Signed in as (Sign out)

                                      We’ll send you updates on this idea

                                      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
                                      Sign in
                                      Check!
                                      (thinking…)
                                      Reset
                                      or sign in with
                                      • facebook
                                      • google
                                        Password icon
                                        Signed in as (Sign out)

                                        We’ll send you updates on this idea

                                        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
                                        Sign in
                                        Check!
                                        (thinking…)
                                        Reset
                                        or sign in with
                                        • facebook
                                        • google
                                          Password icon
                                          Signed in as (Sign out)

                                          We’ll send you updates on this idea

                                          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
                                          Sign in
                                          Check!
                                          (thinking…)
                                          Reset
                                          or sign in with
                                          • facebook
                                          • google
                                            Password icon
                                            Signed in as (Sign out)

                                            We’ll send you updates on this idea

                                            0 comments  ·  Language Support  ·  Flag idea as inappropriate…  ·  Admin →
                                          ← Previous 1 3 4 5
                                          • Don't see your idea?

                                          Custom Vision Service

                                          Feedback and Knowledge Base