Custom Vision Service

Welcome to the Custom Vision Service API Forum

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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?

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  1. Prediction URL

    It´d be great if we could have some GET method in order to obtain the last prediction URL

    1 vote
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      0 comments  ·  API  ·  Flag idea as inappropriate…  ·  Admin →
    • Training data analysis for improvement

      After training, it would be nice if we could see analysis on biases of train data set (e.g. a set of data tagged to "A" seems similar than other tags, or seem to have enough deviation in dataset, etc), so tthat we could add new data to correct those.

      1 vote
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        1 comment  ·  API  ·  Flag idea as inappropriate…  ·  Admin →
      • Paid (S0) plan with upper API call limits

        We can easily reach limits per day of prediction;
        Happy to subscribe paid plan (probably from Azure Portal like as other Cognitive Services APIs) with upper limits of prediction and/or other API calls

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

          1 vote
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            0 comments  ·  API  ·  Flag idea as inappropriate…  ·  Admin →
          • API in java similar to C#

            It is really nice to have the API in Java as well. Something that is similar to the API in C#. Using Http client is not so interesting.

            1 vote
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              0 comments  ·  Language Support  ·  Flag idea as inappropriate…  ·  Admin →
            • 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.

              1 vote
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                0 comments  ·  API  ·  Flag idea as inappropriate…  ·  Admin →
              • Provide managed .DLL for offline classification

                It would be very helpful to be able to download the compact model as a managed .DLL that has a single .Classify method. This way we could integrate the real time model into any application.

                Maybe add GPU option and/or multicore.

                4 votes
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                  0 comments  ·  API  ·  Flag idea as inappropriate…  ·  Admin →
                • Select picture from picture detail screen

                  I'd like to be able to select a picture from the picture detail screen so I don't have to go back to the previous screen just to check the box.

                  1 vote
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                    0 comments  ·  API  ·  Flag idea as inappropriate…  ·  Admin →
                  • Next picture button from picture detail screen

                    I'd like to be able to advance to the next picture in whatever view I clicked on to get into the picture detail screen without closing out each time.

                    1 vote
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                      0 comments  ·  API  ·  Flag idea as inappropriate…  ·  Admin →
                    • After Training - Filter for only images under probablity threshold

                      After training allow a filter to only show the red outlined pictures that don't meet the the probability threshold. I want to review them to see if I've included bad examples in the training set that need to be removed. This process is hard when there are only a few on each screen and I'm going through 10 -20 pages of pictures to find those that should possibly be deleted out of the training data set.

                      1 vote
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                        0 comments  ·  API  ·  Flag idea as inappropriate…  ·  Admin →
                      • Training - Allow us to crop or set bounds box for each tag

                        I'd like the option to upload a single picture and tag it into multiple tags but tell the computer where in the picture to focus on what tag. This could help us get object level tagging if we wanted to take the time to train it.

                        1 vote
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                          0 comments  ·  API  ·  Flag idea as inappropriate…  ·  Admin →
                        • Delete a picture from picture detail screen

                          The images thumbnails are small so i click on it to expand the view confirm that I want to delete this picture but then I have to close that view and go back to the thumbnails check the box and click delete. I want to just delete it from where I am at. All this clicking around is a waste of time.

                          1 vote
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                            0 comments  ·  API  ·  Flag idea as inappropriate…  ·  Admin →
                          • Image Details Screen -Move save and close button to the top

                            At my screen resolution the save and close button keeps being pushed off the page. I now have many tags being displayed for the same picture on the prediction screen image details and I have to scroll way to the bottom to get to this button. If I change a tag I have to go looking for it way down there just to keep my tags I've added.

                            1 vote
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                              0 comments  ·  API  ·  Flag idea as inappropriate…  ·  Admin →
                            • offline prediction for .net

                              The offline prediction is very vital because users don't need to connect with cloud for every prediction while they are using just their own modules

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

                                I need to merge two categories without deleting one and having to reload all of the training images.

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

                                  The orientation of the image matter when using, I think it is better if there is an option to let the system know to change the orientation and train

                                  1 vote
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                                    0 comments  ·  API  ·  Flag idea as inappropriate…  ·  Admin →
                                  • Multiple Users to access a single project

                                    It would be nice to see a collaboration feature - Multiple Users to access a single project . This feature exists with some of the API's undr Cognitive services umbrella.

                                    3 votes
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                                      0 comments  ·  API  ·  Flag idea as inappropriate…  ·  Admin →
                                    • Multi languages for Tags

                                      I have an application in multi languages interfaces while it uses the same categories and the same tags .. it will be nice if possible to create tags with many languages

                                      2 votes
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                                        0 comments  ·  API  ·  Flag idea as inappropriate…  ·  Admin →
                                      • Use prediction images for training

                                        Prediction images appear in the web GUI, but I can't see a way to make them available from there for new training iterations (learn as you go). Is there a way - or could one be added?

                                        5 votes
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                                          1 comment  ·  API  ·  Flag idea as inappropriate…  ·  Admin →

                                          You can Tag images the ‘Predictions’ tab by selecting some images and then clicking on ‘Tag’. You can also open an image and apply multiple tags to it. This will add the image to your training data set. If you want to programmatically tag images, you can use the ‘CreateImagesFromPredictions’ feature of the training API.

                                        • Capable of quality assurance scenarios

                                          It would be great if we can train the service to be able to inspect and detect quality defects on manufactured parts.

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