Custom Vision Service

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  1. Tags - boolean operations

    It would be helpful to have some tools for boolean operations on tags - for example, if I have an "id" tag I'd like to select all non-id images, and perhaps combine them with other subsets. TOPCAT shows how it might go (see e.g. www.star.bris.ac.uk/~mbt/topcat/sun253/SubsetWindow.html).

    2 votes
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      0 comments  ·  API  ·  Flag idea as inappropriate…  ·  Admin →
    • Allow temporary "burst" of images

      Currently there's a rate limit if you send too many images in a short time (what's the exact limit by the way?). I'm working on a project that does not send lots of image - but it sends about 10 or 20 withing 2-3 seconds. I then only get results for a few of them and get "Rate limit is exceeded" for the others. Would it be possible to have a limit on a daily basis instead of "x per second"?

      1 vote
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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?

        1 vote
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          1 comment  ·  API  ·  Flag idea as inappropriate…  ·  Admin →
        • Statistical tools

          It would be great to have access to more some more basic stats on the training process - learning curves, errors, ROCs, AUC values - the more the better.

          1 vote
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            0 comments  ·  API  ·  Flag idea as inappropriate…  ·  Admin →
          • add custom vision to azure portal

            Please add customvision to azure portal and allow login via adfs. All the other cognitive services stuff is there except this one.

            3 votes
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              0 comments  ·  Documentation  ·  Flag idea as inappropriate…  ·  Admin →
            • Ability to upload images through an API

              Ability to upload images through an API rather than manually uploading the images through the portal.

              We have thousands of images already tagged by our users, but uploading manually by a human is tedious work. We would love to be able to preselect them in our applications and send them in batches with our predefined tags.

              4 votes
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                1 comment  ·  API  ·  Flag idea as inappropriate…  ·  Admin →
              • 2 votes
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                  1 comment  ·  Samples & SDKs  ·  Flag idea as inappropriate…  ·  Admin →
                • 1 vote
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                    2 comments  ·  Samples & SDKs  ·  Flag idea as inappropriate…  ·  Admin →
                  • Object Detection within an image

                    It would be great to have the ability identify where in an image the item is. Ie if you train a model on detecting missing shingles on a roof, it would be great to show a bounding box around where the missing shingle is, in the image.

                    7 votes
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                      0 comments  ·  API  ·  Flag idea as inappropriate…  ·  Admin →
                    • return only tags that have desired prediction probability

                      more then 50% (maybe ammount given in body content).. if i tag many images of flowers and few of them has bees and others different kind of butterflies. i dont need information of bees and butterflies species that are not in the picture.

                      2 votes
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                        0 comments  ·  API  ·  Flag idea as inappropriate…  ·  Admin →
                      • Eliminate false positives

                        I have trained my model with 500 images of different BMW motor vehicles however if i give it an image of a stretch Hummer it categorizes that as a BMW.

                        It is able to correctly return low probability (or zero) for clearly non car related imagery but i would have thought it should also return a low probability of a stretch Hummer being a BMW too, not 99%

                        Put another way, if an image is of the same type as that which the model is trained for then unless you have sufficient tags (e.g, lots of different vehicle makes) then…

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

                          It would be nice to have Python/PHP/Nodes/Curl wrappers like Watson Custom Visual Recognition. Any plan?

                          3 votes
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                            0 comments  ·  API  ·  Flag idea as inappropriate…  ·  Admin →
                          • Multiple Images in Single Request

                            Allow predictions for multiple images (files) in a single request similar to what is supported for training.

                            i.e. predictionEndpoint.PredictImages(Guid predictionKey, List<Stream> imageStreams)

                            6 votes
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                              1 comment  ·  API  ·  Flag idea as inappropriate…  ·  Admin →
                            • Ignore tags with less than 5 images when training

                              Currently, if you want to train your project, all tags need to have at least 5 images otherwise an error will be thrown and your entire project will not get trained.

                              Please allow an option to ignore tags with less that 5 images when training

                              2 votes
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                                0 comments  ·  API  ·  Flag idea as inappropriate…  ·  Admin →
                              • Multiple object prediction

                                It would be nice to have a separate prediction for each object in a picture. For example, if i have a pen and a pencil in the same picture, i would like to have probability for each object (list of tags), and probability of number of objects perhaps. Or if i have two pencils in the same pictures, etc.

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